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  • Drusen on OCT: Detection, quantification, and tracking

    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    5 min.

    Introduction

    Drusen remains one of the main biomarkers of age-related macular degeneration (AMD). They play a prognostic role and reflect the stage of the disease. Distinguishing drusen parameters provides a personalized risk profile for the transition to geographic atrophy or neovascular AMD. Everyone working with AMD patients should know how to detect, quantify, and track drusen on OCT.

    What are the types of drusen?

    Drusen are accumulations of pathological material of lipid-protein nature, localized under the PES. They reflect impaired transport and exchange between the retinal pigment epithelium and Bruch’s membrane. Historically, they are divided into hard, soft, reticular pseudodruses (or subretinal drusenoid deposits) and other less common types (confluent, pachidruses) as well as other retinal OCT biomarkers for drusen segmentation.

    Hard drusen

    On ophthalmoscopy, they are small, rounded, clearly delineated foci of yellowish-white color. On OCT, they look like local deposits of hyperreflective material under the PES with a diameter of no more than 63 microns. In small quantities (up to 8), they are not a sign of pathology. They are asymptomatic in most patients.

    Soft drusen

    Soft drusen are larger than hard drusen and appear as extensive foci with blurred edges on the fundus. On OCT, they are dome-shaped and elevated above the PES and are divided into medium (63-125 μm) and large (more than 125 μm) in size. They are more strongly associated with AMD progression, especially when accompanied by pigmentary abnormalities and other OCT biomarkers (hyperreflective foci, destruction of the ellipsoidal zone, etc.). Soft drusen can enlarge and merge. An area of ​​merging drusen with a diameter exceeding 350 μm is called a drusenoid detachment of the PES.

    Soft drusen highlighted

    Soft drusen detected by Altris IMS. AI models are for Research Use Only. Not for use in diagnostic purposes. 

    Confluent drusen

    These are multiple small deposits under the PES, which can occur in relatively young patients; on FAG they often show a “starry sky” appearance. On OCT, there are multiple small symmetrical elevations of the PES, small in diameter (like hard drusen), but more numerous, prone to merging. The course is variable: some patients maintain a stable course for years, some have an increased risk of complications and transition to the late stages of AMD.

    Reticular pseudodrusen (or subretinal drusenoid deposits)

    They differ fundamentally in their localization, being located above the PES (in the subretinal space). They contain some common proteins with soft drusen, but differ in lipid composition. Due to their close location to the important photoreceptor layer, they are more often combined with a decrease in visual function, and also carry a higher risk of progression to late AMD (especially characterized by a rapid transition to geographic atrophy (GA) and the development of macular neovascularization (MNV) type 3).

    What are the levels of drusen?

    The AREDS size classification is still useful in clinical practice: small <63 μm, medium 63–124 μm, large ≥125 μm. Analyses confirm that the 5-year risk of progression to late AMD increases with the number and size of drusen in both eyes and especially with the presence of reticular pseudodrusen. In the NICE guidance for the management of patients with AMD (2018), the risk of progression also depends on the size and type of drusen, as well as the presence of associated pathological changes (pigmentary abnormalities, vitelliform deposits).

    The OCT era has added powerful quantitative metrics with AI for drusen measurement and monitoring:

    • drusen height (μm),
    • area (mm²),
    • volume (mm³),
    • topography (central ring within 1.5 mm; parafovea 3–5 mm),
    • dynamics of changes and associated biomarkers (hyperreflective foci, ellipsoidal zone disruption, presence of hypertransmission zones, etc.).

    A practically significant increase in the volume of drusen in the macular region over a year/two correlates with structural and functional deterioration (destructive changes in the photoreceptor layer, changes in ONL thickness, visual acuity). Data from multicenter projects (such as MACUSTAR) confirm the repeatability of measurements and the possibility of comparison between devices, provided that the correct algorithms are used.

    What do drusen look like on OCT?

    On B-scan OCT, classic hard and soft drusen are localized deposits of hyperreflective material between the PES and Bruch’s membrane (under the PES). Reflectivity can be uniform or heterogeneous depending on the structure and stage of development. Reticular pseudodruses are localized between the photoreceptor layer and the PES (above the PES) – this is the key difference from conventional drusen. On OCT images, they appear as tubercles in the subretinal space that remodel the outer layers of the retina (in particular, the ellipsoidal zone), and on en face, they are visualized as punctate structures, usually connected in a mesh pattern.

    A: Soft drusen. B: Hard drusen (Source) Another classic white and black scan

    In addition to the drusen themselves, clinically significant are hyperreflective foci, destruction of the ellipsoidal zone, thinning of the outer layers/ONL, formation of hyperreflective foci in OCT or geographic atrophy with the effect of hypertransmission – it is the combinations of these features that form prognostic models of the transition of intermediate AMD to late stages. The combination of these biomarkers consistently exceeds single morphometric thresholds.

    En Face Optical Coherence Tomography Illustration

    En Face Optical Coherence Tomography Illustration of the Trizonal Distribution of Drusen and Subretinal Drusenoid Deposits in the Macula (Source)

    As we can see, en face and linear OCT scans help to differentiate different types of drusen and track their progression dynamics. Modern deep learning models for AI drusen examination and en face analysis, like Altris.AI, reliably detect and segment classic drusen from subretinal drusenoid deposits, improving repeatability and reporting speed. You may see the difference from the classic white and black image analysis here:

    Confluent drusen are highlighted in red

    Confluent drusen are highlighted by Altris IMS. AI models are used for Research Use Only. Not for use in Diagnostic Purposes. 

    How to measure drusen size?

    Here we can find how drusen are measured:

    1) Classical size scale (AREDS):

    Orientation on diameter or equivalent on planar reconstructions: <63, 63–124, ≥125 μm. Convenient, but does not take volume/height or topography into account.

    2) Quantitative OCT analysis of PES elevation:

    On ZEISS CIRRUS instruments, the Advanced RPE Analysis module automatically calculates the area and volume of PES elevation in standard 3 and 5 mm rings around the fovea; the minimum height that the system consistently includes in quantitative results is about 19–20 μm. This provides repeatable metrics and a common “language of numbers” for clinical and research purposes.

    3) Morphometric rule for differentiation of drusen and drusenoid detachment of PES:

    By basal width: <350 μm – drusen, ≥350 μm drusenoid detachment of PES.

    4) AI segmentation and 3D morphometry:

    Deep networks segment Bruch’s membrane, PES, and ellipsoidal zone, as well as PES elevation on OCT, calculating drusen height/area/volume and generating dynamics maps. Validation work in 2023–2025 will demonstrate robustness between different OCT devices, which is critical for multicenter networks. Besides, you may track drusen progression on OCT AI tool and stay informed ahead of time to prevent more severe pathology changes in advance.

    Can drusen exist without macular degeneration?

    Yes, and this is possible in the following cases.

    Small (<63 μm) single drusen may occur in the elderly in the absence of other signs of AMD and concomitant risk biomarkers (hyperreflective foci, ellipsoidal zone abnormalities). In this phenotype, the 5-year risk of progression is low; routine monitoring at an interval of 1 time per year is sufficient, if possible, with recording quantitative indicators on OCT (volume/area of ​​PES elevation) for comparison in dynamics. The patient should be informed that the fact of “small drusen” alone does not equal a diagnosis of AMD and does not require treatment, but it is advisable to maintain lifestyle modification (blood pressure control, smoking cessation, a healthy diet).

    Confluent drusen are sometimes found in younger patients; they do not always fit into the classic models of AMD. Tactics – individual observation with an emphasis on high-quality OCT documentation (the same scan and control of concomitant biomarkers). In the absence of “red flags”, a 6-12 month follow-up interval is sufficient.

    Understanding Macular Degeneration

    Understanding Macular Degeneration (Source)

    Hereditary dystrophies (EFEMP1-related; associated phenotypes are Doyne’s cellular degeneration of the retina and Leventis’ malady) form drusen-like deposits without the typical pathogenesis inherent in AMD. They have an autosomal dominant inheritance pattern and are characterized by yellow-white deposits, like drusen, accumulating under the PES, often in the peripapillary zone. The clinical picture may include gradual vision loss, impaired contrast sensitivity, or metamorphopsia. In this case, timely detection of the phenotype (age of onset, family history, symmetry, characteristic fundus appearance) and referral for medical and genetic counseling with a subsequent individual follow-up plan, including monitoring of possible complications (neovascularization, atrophic changes).

    Drusen vs. drusenoid detachment of PES

    Drusen are local elevations of PES above Bruch’s membrane due to deposits of pathological material under PES. Usually multiple, of different diameters, with a tendency to merge with the formation of larger, topographically continuous areas of PES elevation.

    Drusenoid detachment of the pigment epithelium is formed from a larger conglomerate of drusenoid material, which in turn is formed as a result of the fusion of drusen.

    Another differentiating drusen and drusenoid deposits subtypes on multimodal imaging samples

    Another differentiating drusen and drusenoid deposits subtypes on multimodal imaging samples

    On B-scan OCT, it has smooth edges, uneven reflectivity, and often retains communication with neighboring drusen. On en face visualization, a conglomerate of elevation is visible, which corresponds to the zone of changes in the PES-Bruch’s membrane complex. In the absence of fluid inside the lesion, we are talking about drusenoid detachment of PES; if homogeneous hyporeflectivity is visualized under PES, this is serous detachment of PES, and if there are signs of a neovascular membrane according to OCTA or FAG, this is fibrovascular detachment of PES. Therefore, in doubtful cases, it is advisable to add OCTA to exclude hidden MNV.

    The main morphometric rule: basal width ≥350 μm (in the horizontal projection of the OCT slice favors drusenoid detachment of PES. In some situations, we also pay attention to the content (serous/optically empty space, signs of vascularization), PES profile, and associated biomarkers, since PES detachment is more often associated with the risk of transition to HA or the formation of neovascularization.

    What is the best treatment for drusen?

    Drusen are not treated as a separate nosology. They are a structural biomarker of AMD, and also have prognostic value for assessing the further development and rate of progression of the disease.

    Optimal tactics for detecting drusen:

    Optimal tactics for detecting drusen may include the following

    Risk modification: 

    • smoking cessation,
    •  blood pressure control,
    • metabolic profile,
    • diet.

    Dietary supplements based on AREDS 2: 

    • taking antioxidant complexes (lutein, zeaxanthin, vitamins C and E, zinc, copper) reduces the risk of transition to late AMD by approximately 25% within 5 years (according to AREDS 2).

    Quantitative monitoring on OCT: 

    • record the volume/area/height of drusen and their dynamics, distinguish between drusen types, detect other concomitant signs of AMD progression (hyperreflective foci, destructive changes in the ellipsoidal zone, pigmentary anomalies, vitelliform material deposition, signs of formation of foci of geographic atrophy).
    • Individualize observation intervals (depending on the type of drusen, the dynamics of their structural changes and other risk factors).
    • Among the new promising methods of treating dry AMD at the drusen stage is multiwavelength photobiomodulation.

    Multiwavelength photobiomodulation:

    This method is aimed at stopping or regressing the progression of dry AMD by modulating mitochondrial activity and consists of the use of specific light (red and near-infrared spectrum from ~590 to 850 nm), which can reduce oxidative stress in retinal cells, inflammation and apoptosis of PES cells.

    The efficacy as a potential treatment approach has remained controversial until recently: studies have shown only temporary improvement in visual function and reduction in drusen volume (not maintained for 6 months).

    Updated data from the LIGHTSITE III study were presented at the ARVO 2025 conference. They showed that photobiomodulation can significantly slow the decline in visual acuity and reduce the rate of expansion of HA zones

    Recently, the FDA approved photobiomodulation for the treatment of AMD.

    For complications:

    • Neovascular AMD– anti-VEGF.
    • Geographic atrophy – injectable drugs (inhibitors of the C3 and C5 complement system), approved by the FDA

    The role of AI drusen quantification OCT

    The role of AI: automated drusen-volume measurement in OCT is now a reality. IT allows automated segmentation and counting (3D volume, area, height), identification of reticular pseudodruses and other signs of AMD, and compilation of prognostic profiles.

    In practice, applying an OCT drusen-counting algorithm reduces variability in assessments and helps personalize visit frequency. Additionally, home OCT monitoring models with AI analysis are being developed, indicating that broader AI support for AMD is fast approaching.

    Conclusion

    Drusen on OCT are more than just a sign of AMD. They have become one of the most important biomarkers of age-related macular degeneration and a kind of “compass” in the daily practice of an ophthalmologist. Today we understand that:

    Drusen come in different types, and, accordingly, carry different prognostic information: hard, soft, confluent, and reticular pseudodrusen. Each type carries a different risk and requires a different surveillance strategy.

    Drusen levels are no longer limited to diameter, height, volume, dynamics, and structural features as well as accompanying OCT biomarkers have also become important. It is the combination of these parameters that allows us to predict the transition to the late stages of AMD.

    OCT has changed the game: drusen can now be seen in 3D, segmented automatically, build PES elevation maps, and compare data between visits. Thanks to this, the doctor receives a lot of information about the evolution of the disease.

    AI sets a new standard: algorithms can accurately calculate drusen volume, identify their subtypes, generate prognostic profiles, and reduce interobserver variability. This translates data from subjective descriptions into objective, reproducible numbers.

    Drusen classification on OCT using AI allows not only ascertaining the presence of drusen, but also differentiating their type, objectively measuring their number and parameters, and tracking their dynamics via AI drusen quantification on OCT. For the doctor, this means identifying risk factors in the early stages of retinal disease, accurately comparing data between visits, and prescribing the correct therapy promptly.

    Home monitoring is the future that has already begun: the first FDA-approved solutions with “OCT + AI” are currently used to monitor fluid in neovascular AMD, but they pave the way for daily structural monitoring of drusen as well. This means that in the near future, the patient may be able to monitor their own retina at home, and the doctor may be able to see the dynamics in real time.

    In the treatment of drusen wet or dry AMD, the main goal remains not to “remove drusen,” but to minimize risks (smoking, diet, systemic factors), prescribe AREDS2-based complexes, timely detect complications, and apply already available therapies (anti-VEGF in INM, C3 and C5 inhibitors of the complement system in HA). Among the new promising methods for treating dry AMD at the drusen stage is multiwavelength photobiomodulation.

     

    It is important to remember when communicating with the patient: drusen is not a therapeutic target, but a structural “compass”. We do not “treat drusen.” Instead, we systematically reduce risks (smoking, blood pressure, nutrition), use drugs based on the AREDS2 formula, and most importantly, we regularly measure their quantitative parameters in dynamics. When complications appear and the transition to a late stage occurs, we prescribe treatment based on the same objective OCT metrics. Thus, instrumental accuracy and AI analytics turn drusen into a manageable marker that helps to timely detect the risks of AMD progression.

    Thus, drusen on OCT have become a bridge between morphology and prognosis. They provide an opportunity to build a long-term strategy for preserving vision. Today, the doctor is required not only to see drusen, but also to quantitatively measure, assess in dynamics, calculate the risk, and explain to the patient his individual risks. It is thanks to these approaches that we are moving towards a new paradigm – personalized ophthalmology, where decisions are made based on objective digital data, enhanced by artificial intelligence.

    Sources:

      1. https://pubmed.ncbi.nlm.nih.gov/39558093/
      2. https://jamanetwork.com/journals/jamaophthalmology/fullarticle/2765650
      3. https://link.springer.com/article/10.1007/s00417-024-06389-x
      4. https://iovs.arvojournals.org/article.aspx?articleid=2804052
      5. https://www.ophthalmologyscience.org/article/S2666-9145(25)00182-4/fulltext
      6. https://www.nature.com/articles/s41433-024-03460-z
      7. https://www.ophthalmologytimes.com/view/arvo-2025-update-on-the-lightsite-iii-study-in-amd
  • Retinal Vein Occlusion: Detection with OCT and Modern Approaches to Monitoring and Treatment

    crvo
    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    3 min.

    Introduction

    Retinal vein occlusion (RVO) is one of the most common and clinically significant vascular disorders affecting the eye, often resulting in substantial visual impairment. This condition ranks second among causes of vision loss due to vascular disease, after diabetic retinopathy, placing a considerable burden on both healthcare systems and patients’ quality of life. Epidemiological studies show that the prevalence of RVO increases with age, and in populations with concomitant cardiovascular disease, the risk of developing occlusion rises severalfold.

    Despite a long history of study, it is the breakthroughs in instrumental diagnostics over the past decade that have fundamentally changed our approach to recognizing and managing RVO. Previously, assessment of the macula and retinal vasculature relied primarily on ophthalmoscopy. While still an important tool, it has inherent limitations.

    Optical coherence tomography (OCT) has revolutionized diagnostic standards. With its high resolution and ability to capture subtle structural changes within the retinal layers, OCT has become indispensable for determining disease severity, monitoring treatment efficacy, and conducting long-term follow-up. It allows for the detection of minimal early signs of edema, subclinical structural damage, and initial manifestations of ischemia—changes that were practically inaccessible for dynamic assessment 10–15 years ago.

    This level of precision is particularly critical for patients at increased risk of RVO. The most vulnerable groups include individuals with arterial hypertension, diabetes mellitus, glaucoma, coagulation disorders, as well as older adults, in whom the vascular walls may already have undergone degenerative or sclerotic changes.

    Importantly, modern RVO treatments require objective dynamic monitoring. OCT enables precise evaluation of structural changes, tracking of therapeutic response, and individualization of treatment strategies, helping to avoid both overtreatment and undertreatment.

    Thus, the role of OCT today goes far beyond simple visualization: it is a key tool for prognostic assessment, patient stratification, optimization of therapeutic decisions, and timely detection of complications.

    1. What RVO Is and Why It Occurs?

    Retinal vein occlusion (RVO) is a disruption of venous blood outflow in the retina due to partial or complete vein occlusion. As a result, the following occur:

    • Blood stasis
    • Increased venous pressure
    • Impaired capillary perfusion
    • Retinal edema, especially in the macular area
    • Risk of neovascularization

    Early detection is critical, as prompt treatment—particularly for macular edema—significantly increases the chances of preserving or restoring vision. Delayed diagnosis can lead to progression of ischemia, neovascularization, neovascular glaucoma, and persistent macular dysfunction.

    RVO also has important systemic implications: patients with a history of RVO have a higher risk of acute cardiovascular events (myocardial infarction, stroke, heart failure) compared with the general population. This emphasizes the need for comprehensive management, involving not only ophthalmologists but also other specialists, such as cardiologists.

    Central vs. Branch Retinal Vein Occlusion: Pathogenesis Differences

    • Central Retinal Vein Occlusion (CRVO) occurs when blockage happens at the level of the lamina cribrosa. Compression, arterial wall thickening, or thrombotic processes disrupt blood outflow from the entire retina. Typical signs include:
      • Diffuse hemorrhages
      • Marked macular edema
      • Increased risk of optic disc and iris neovascularization due to severe ischemia
      • Generally worsen prognosis than branch occlusions
    • Branch Retinal Vein Occlusion (BRVO) usually occurs at arteriovenous crossings, where a thickened artery compresses a vein, causing localized occlusion. Characteristic features include:
      • Localized edema and hemorrhages
      • Clear segmental distribution
      • Prognosis is generally better than that of CRVO, though macular edema may persist

    Key Risk Factors for RVO
    Modern studies and guidelines identify the following as the main risk factors:

    • Arterial hypertension
    • Atherosclerosis and age-related vascular changes
    • Diabetes mellitus (even without diabetic retinopathy)
    • Glaucoma and elevated IOP
    • Hypercoagulable states, thrombophilia
    • Obstructive sleep apnea
    • Age >50 years

    Rare cases of RVO associated with thromboembolic complications after COVID‑19 infection or vaccination have also been reported, highlighting the ongoing relevance of thrombotic mechanisms.

    Impact on Microcirculation and Vision


    RVO leads to:

    • Impaired normal venous outflow
    • Sharp elevation of hydrostatic venous pressure
    • Damage to the blood-retinal barrier
    • Leakage of plasma and cellular elements into the retinal interstitium, causing macular edema
    • Development of ischemic zones
    • Over time, thinning of inner retinal layers, neuroepithelial atrophy, and damage to the photoreceptor layer

    These changes are best assessed with OCT, which enables precise patient stratification and treatment planning. Timely diagnosis, proper monitoring, and early therapy are essential.

    2. OCT Signs of Retinal Vein Occlusion: Detecting Subtle Changes

    With the advent of OCT, detection of structural retinal changes in RVO has significantly improved—even at early stages without obvious clinical signs.

    Acute Stage Changes (first weeks after occlusion)

    • Macular edema:
      • Cystic spaces in inner retinal layers (INL, OPL)
      • Increased central retinal thickness
      • Subretinal fluid (serous neurosensory detachment)
    • Intraretinal hemorrhages: appear on OCT as hyperreflective areas with shadowing of underlying layers
    • Ischemia indicators:
      • Hyperreflectivity of neuroepithelium
      • Cotton-wool spots

    Chronic Stage Changes (months later)

    • Chronic ischemic and atrophic changes (thinning of inner retinal layers)
    • Disruption of photoreceptor layer (ELM and EZ)
    • Disorganization of inner retinal layers (DRIL)
    • Persistent edema (>6 months) indicates chronic RVO requiring therapeutic adjustment

    AI for OCT thus allows both acute diagnosis and long-term monitoring of ischemic progression or tissue remodeling.

    tissues

    rvo

    crvo

    3. Assessment of Macular Changes in RVO Using OCT

    OCT is now considered the gold standard for diagnosing, monitoring, and assessing treatment response in macular edema, including that associated with RVO.

    OCT is highly sensitive for:

    • Quantitative and qualitative analysis (central retinal thickness [CRT], macular volume [MV], size and number of cystic spaces, DRIL, photoreceptor layer integrity)
    • Evaluating treatment response
    • Detecting minimal residual cysts
    • Predicting visual acuity outcomes

    Typical OCT Findings in RVO:

    • Diffuse retinal thickening
    • Cystoid macular edema (localized cysts deforming normal retinal architecture)
    • Serous neurosensory detachment (indicative of blood-retinal barrier breakdown)
    • Disruption of EZ and ELM (photoreceptor involvement, critical for final visual acuity)

    These capabilities make OCT an integral part of modern RVO monitoring.

    rvo

    rvo 1

    rvo 2

    4. Top 3 Challenges in RVO OCT Analysis

    Despite its power, OCT assessment of RVO has significant limitations:

    1. Need for normative comparison
      Interpretation requires comparison with the patient’s contralateral eye or established normal values. Systemic vascular anomalies can affect both eyes, limiting standardization.
    2. Complexity with comorbidities
      Many RVO patients have systemic (hypertension, diabetes) or ophthalmic comorbidities (diabetic retinopathy, AMD, glaucoma, epiretinal membrane), complicating interpretation. It can be difficult to distinguish RVO-related changes from combined pathology.
    3. Requirement to consider clinical context
      OCT provides only part of the clinical picture. Accurate interpretation requires integration of symptoms, medical history, systemic factors, fundoscopic findings, and other diagnostic tests. Anatomical variations, comorbidities (glaucoma, cataract), and individual treatment response also necessitate a personalized approach.

    5. Treatment of RVO: Modern Approaches

    Currently, no treatment restores normal retinal venous circulation. Therefore, therapy focuses on controlling complications, primarily macular edema and preventing neovascularization (retinal, iris/optic disc, neovascular glaucoma, hemorrhages, and tractional changes).

    All RVO patients should receive systemic management, ideally in collaboration between an ophthalmologist and a cardiologist or internist. Monitoring of blood pressure, lipids, glucose, and coagulation factors is essential, as RVO often signals systemic vascular risk.

    Treatment decisions must be individualized, considering:

    • RVO subtype (CRVO vs. BRVO)
    • Edema severity
    • Clinical and OCT findings
    • Risk of adverse effects
    • Patient status (comorbidities, ability for regular follow-up)

    Anti-VEGF Therapy as First-Line Treatment

    Intravitreal anti-VEGF injections are the first-line therapy for macular edema associated with RVO. These drugs reduce vascular endothelial growth factor (VEGF) expression, lowering vascular permeability, fluid leakage, edema, and inhibiting pathological neovascularization.

    Commonly used agents:

    • Ranibizumab, Aflibercept, Faricimab: proven safe and effective for CRVO and BRVO-related macular edema; studies show significant improvements in best-corrected visual acuity (BCVA) and central macular thickness (CMT).
    • Bevacizumab: used off-label for macular edema and neovascularization.

    Long-term studies indicate anti-VEGF therapy provides sustained visual improvement for many patients, with injection frequency often decreasing over time.

    Advantages:

    • High efficacy for macular edema
    • Good tolerability and safety (systemic complications are rare)
    • Personalized treatment possible

    Limitations / Challenges:

    • Some patients respond insufficiently
    • Requires frequent injections (clinic visits, financial burden, potential complications, patient discomfort)
    • Chronic or refractory edema may require alternative or combination approaches

    Steroid Implants and Injections: Second-Line Therapy

    Dexamethasone intravitreal implant (OZURDEX) is approved for RVO-related macular edema, particularly when:

    • Anti-VEGF therapy is insufficient
    • Frequent injections are impractical (distance, transportation, cost)

    Steroids reduce inflammation, vascular permeability, and fluid accumulation, useful in chronic or resistant edema.

    Risks / Limitations:

    • Cataract (especially with repeated or long-term use)
    • Increased intraocular pressure (IOP), potential steroid-induced glaucoma

    Laser Therapy

    • Panretinal photocoagulation is effective for neovascularization.
    • Its use has declined with anti-VEGF availability, which offers strong anatomical and functional results.

    Surgical Approaches

    • Vitrectomy may be considered in selected cases.
    • Surgery carries risks and is reserved for situations where other treatments fail or are inappropriate.

    Combination Strategies

    • In practice, clinicians often combine anti-VEGF therapy with steroid implants or laser treatment, depending on disease course.
    • This can reduce total injection burden, minimize side effects, and improve outcomes in chronic or recurrent edema.

    Monitoring Frequency

    • Active macular edema or ongoing treatment requires regular OCT follow-up to evaluate therapeutic response and adjust injection intervals.
    • OCT schedule:
      • Monthly at treatment initiation
      • Individualized intervals using Treat-and-Extend protocols
      • Structural monitoring to prevent atrophic changes
    • Ischemic RVO patients have the highest neovascularization risk within the first 90 days; monthly monitoring during the first 6 months is critical.

    Conclusions and Recommendations

    RVO is a complex, multifactorial vascular disorder that can cause sudden and severe vision loss, particularly in patients with systemic risk factors. Modern management aims not only to address acute complications but also to control long-term structural retinal changes.

    OCT has transformed RVO care by providing:

    • Early detection of edema, subclinical ischemia, and architectural changes
    • Dynamic monitoring of treatment response, allowing timely adjustments and optimization
    • Improved long-term prognostication through evaluation of macular thickness, outer retinal layers, and fluid volume

    OCT helps identify edema type and secondary changes—atrophy, photoreceptor damage, inner retinal thinning—allowing a more accurate visual prognosis, especially in ischemic RVO.

    When combined with modern anti-VEGF agents, long-acting steroid implants, and personalized dosing regimens, OCT enables:

    • Reduction of unnecessary injections via interval optimization
    • Maximized treatment efficacy based on morphological findings
    • Prevention of recurrence and progression through early detection of edema

    Thus, OCT is not merely a visualization tool but a core element of clinical decision-making, improving patient management, preventing complications, and enabling more complete and stable visual recovery.

    Clinical Recommendation: Integrate regular OCT assessments into RVO management, with attention to macular thickness dynamics and outer retinal layer integrity for precise disease control and optimized therapeutic outcomes.

    References:

    1. https://pubmed.ncbi.nlm.nih.gov/38714470/
    2. https://www.rcophth.ac.uk/wp-content/uploads/2015/07/Retinal-Vein-Occlusion-Guidelines-Executive-Summary-2022.pdf
    3. https://www.mdpi.com/2077-0383/14/4/1183
    4. https://www.auctoresonline.org/article/clinical-therapeutic-orientation-in-retinal-venous-obstruction
    5. https://www.mdpi.com/2077-0383/10/3/405
    6. https://pmc.ncbi.nlm.nih.gov/articles/PMC10801953
    7. https://www.mdpi.com/2075-4418/13/19/3100
    8. https://karger.com/oph/article-abstract/242/1/8/255831/Microvascular-Retinal-and-Choroidal-Changes-in?redirectedFrom=fulltext
    9. https://link.springer.com/article/10.1007/s40123-024-01077-9
    10. https://pubmed.ncbi.nlm.nih.gov/39717563/
    11. https://provider-rvo.vision-relief.com/introduction/management/

     

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  • Drusen on OCT: Detection, quantification, and tracking

    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    5 min.

    Introduction

    Drusen remains one of the main biomarkers of age-related macular degeneration (AMD). They play a prognostic role and reflect the stage of the disease. Distinguishing drusen parameters provides a personalized risk profile for the transition to geographic atrophy or neovascular AMD. Everyone working with AMD patients should know how to detect, quantify, and track drusen on OCT.

    What are the types of drusen?

    Drusen are accumulations of pathological material of lipid-protein nature, localized under the PES. They reflect impaired transport and exchange between the retinal pigment epithelium and Bruch’s membrane. Historically, they are divided into hard, soft, reticular pseudodruses (or subretinal drusenoid deposits) and other less common types (confluent, pachidruses) as well as other retinal OCT biomarkers for drusen segmentation.

    Hard drusen

    On ophthalmoscopy, they are small, rounded, clearly delineated foci of yellowish-white color. On OCT, they look like local deposits of hyperreflective material under the PES with a diameter of no more than 63 microns. In small quantities (up to 8), they are not a sign of pathology. They are asymptomatic in most patients.

    Soft drusen

    Soft drusen are larger than hard drusen and appear as extensive foci with blurred edges on the fundus. On OCT, they are dome-shaped and elevated above the PES and are divided into medium (63-125 μm) and large (more than 125 μm) in size. They are more strongly associated with AMD progression, especially when accompanied by pigmentary abnormalities and other OCT biomarkers (hyperreflective foci, destruction of the ellipsoidal zone, etc.). Soft drusen can enlarge and merge. An area of ​​merging drusen with a diameter exceeding 350 μm is called a drusenoid detachment of the PES.

    Soft drusen highlighted

    Soft drusen detected by Altris IMS. AI models are for Research Use Only. Not for use in diagnostic purposes. 

    Confluent drusen

    These are multiple small deposits under the PES, which can occur in relatively young patients; on FAG they often show a “starry sky” appearance. On OCT, there are multiple small symmetrical elevations of the PES, small in diameter (like hard drusen), but more numerous, prone to merging. The course is variable: some patients maintain a stable course for years, some have an increased risk of complications and transition to the late stages of AMD.

    Reticular pseudodrusen (or subretinal drusenoid deposits)

    They differ fundamentally in their localization, being located above the PES (in the subretinal space). They contain some common proteins with soft drusen, but differ in lipid composition. Due to their close location to the important photoreceptor layer, they are more often combined with a decrease in visual function, and also carry a higher risk of progression to late AMD (especially characterized by a rapid transition to geographic atrophy (GA) and the development of macular neovascularization (MNV) type 3).

    What are the levels of drusen?

    The AREDS size classification is still useful in clinical practice: small <63 μm, medium 63–124 μm, large ≥125 μm. Analyses confirm that the 5-year risk of progression to late AMD increases with the number and size of drusen in both eyes and especially with the presence of reticular pseudodrusen. In the NICE guidance for the management of patients with AMD (2018), the risk of progression also depends on the size and type of drusen, as well as the presence of associated pathological changes (pigmentary abnormalities, vitelliform deposits).

    The OCT era has added powerful quantitative metrics with AI for drusen measurement and monitoring:

    • drusen height (μm),
    • area (mm²),
    • volume (mm³),
    • topography (central ring within 1.5 mm; parafovea 3–5 mm),
    • dynamics of changes and associated biomarkers (hyperreflective foci, ellipsoidal zone disruption, presence of hypertransmission zones, etc.).

    A practically significant increase in the volume of drusen in the macular region over a year/two correlates with structural and functional deterioration (destructive changes in the photoreceptor layer, changes in ONL thickness, visual acuity). Data from multicenter projects (such as MACUSTAR) confirm the repeatability of measurements and the possibility of comparison between devices, provided that the correct algorithms are used.

    What do drusen look like on OCT?

    On B-scan OCT, classic hard and soft drusen are localized deposits of hyperreflective material between the PES and Bruch’s membrane (under the PES). Reflectivity can be uniform or heterogeneous depending on the structure and stage of development. Reticular pseudodruses are localized between the photoreceptor layer and the PES (above the PES) – this is the key difference from conventional drusen. On OCT images, they appear as tubercles in the subretinal space that remodel the outer layers of the retina (in particular, the ellipsoidal zone), and on en face, they are visualized as punctate structures, usually connected in a mesh pattern.

    A: Soft drusen. B: Hard drusen (Source) Another classic white and black scan

    In addition to the drusen themselves, clinically significant are hyperreflective foci, destruction of the ellipsoidal zone, thinning of the outer layers/ONL, formation of hyperreflective foci in OCT or geographic atrophy with the effect of hypertransmission – it is the combinations of these features that form prognostic models of the transition of intermediate AMD to late stages. The combination of these biomarkers consistently exceeds single morphometric thresholds.

    En Face Optical Coherence Tomography Illustration

    En Face Optical Coherence Tomography Illustration of the Trizonal Distribution of Drusen and Subretinal Drusenoid Deposits in the Macula (Source)

    As we can see, en face and linear OCT scans help to differentiate different types of drusen and track their progression dynamics. Modern deep learning models for AI drusen examination and en face analysis, like Altris.AI, reliably detect and segment classic drusen from subretinal drusenoid deposits, improving repeatability and reporting speed. You may see the difference from the classic white and black image analysis here:

    Confluent drusen are highlighted in red

    Confluent drusen are highlighted by Altris IMS. AI models are used for Research Use Only. Not for use in Diagnostic Purposes. 

    How to measure drusen size?

    Here we can find how drusen are measured:

    1) Classical size scale (AREDS):

    Orientation on diameter or equivalent on planar reconstructions: <63, 63–124, ≥125 μm. Convenient, but does not take volume/height or topography into account.

    2) Quantitative OCT analysis of PES elevation:

    On ZEISS CIRRUS instruments, the Advanced RPE Analysis module automatically calculates the area and volume of PES elevation in standard 3 and 5 mm rings around the fovea; the minimum height that the system consistently includes in quantitative results is about 19–20 μm. This provides repeatable metrics and a common “language of numbers” for clinical and research purposes.

    3) Morphometric rule for differentiation of drusen and drusenoid detachment of PES:

    By basal width: <350 μm – drusen, ≥350 μm drusenoid detachment of PES.

    4) AI segmentation and 3D morphometry:

    Deep networks segment Bruch’s membrane, PES, and ellipsoidal zone, as well as PES elevation on OCT, calculating drusen height/area/volume and generating dynamics maps. Validation work in 2023–2025 will demonstrate robustness between different OCT devices, which is critical for multicenter networks. Besides, you may track drusen progression on OCT AI tool and stay informed ahead of time to prevent more severe pathology changes in advance.

    Can drusen exist without macular degeneration?

    Yes, and this is possible in the following cases.

    Small (<63 μm) single drusen may occur in the elderly in the absence of other signs of AMD and concomitant risk biomarkers (hyperreflective foci, ellipsoidal zone abnormalities). In this phenotype, the 5-year risk of progression is low; routine monitoring at an interval of 1 time per year is sufficient, if possible, with recording quantitative indicators on OCT (volume/area of ​​PES elevation) for comparison in dynamics. The patient should be informed that the fact of “small drusen” alone does not equal a diagnosis of AMD and does not require treatment, but it is advisable to maintain lifestyle modification (blood pressure control, smoking cessation, a healthy diet).

    Confluent drusen are sometimes found in younger patients; they do not always fit into the classic models of AMD. Tactics – individual observation with an emphasis on high-quality OCT documentation (the same scan and control of concomitant biomarkers). In the absence of “red flags”, a 6-12 month follow-up interval is sufficient.

    Understanding Macular Degeneration

    Understanding Macular Degeneration (Source)

    Hereditary dystrophies (EFEMP1-related; associated phenotypes are Doyne’s cellular degeneration of the retina and Leventis’ malady) form drusen-like deposits without the typical pathogenesis inherent in AMD. They have an autosomal dominant inheritance pattern and are characterized by yellow-white deposits, like drusen, accumulating under the PES, often in the peripapillary zone. The clinical picture may include gradual vision loss, impaired contrast sensitivity, or metamorphopsia. In this case, timely detection of the phenotype (age of onset, family history, symmetry, characteristic fundus appearance) and referral for medical and genetic counseling with a subsequent individual follow-up plan, including monitoring of possible complications (neovascularization, atrophic changes).

    Drusen vs. drusenoid detachment of PES

    Drusen are local elevations of PES above Bruch’s membrane due to deposits of pathological material under PES. Usually multiple, of different diameters, with a tendency to merge with the formation of larger, topographically continuous areas of PES elevation.

    Drusenoid detachment of the pigment epithelium is formed from a larger conglomerate of drusenoid material, which in turn is formed as a result of the fusion of drusen.

    Another differentiating drusen and drusenoid deposits subtypes on multimodal imaging samples

    Another differentiating drusen and drusenoid deposits subtypes on multimodal imaging samples

    On B-scan OCT, it has smooth edges, uneven reflectivity, and often retains communication with neighboring drusen. On en face visualization, a conglomerate of elevation is visible, which corresponds to the zone of changes in the PES-Bruch’s membrane complex. In the absence of fluid inside the lesion, we are talking about drusenoid detachment of PES; if homogeneous hyporeflectivity is visualized under PES, this is serous detachment of PES, and if there are signs of a neovascular membrane according to OCTA or FAG, this is fibrovascular detachment of PES. Therefore, in doubtful cases, it is advisable to add OCTA to exclude hidden MNV.

    The main morphometric rule: basal width ≥350 μm (in the horizontal projection of the OCT slice favors drusenoid detachment of PES. In some situations, we also pay attention to the content (serous/optically empty space, signs of vascularization), PES profile, and associated biomarkers, since PES detachment is more often associated with the risk of transition to HA or the formation of neovascularization.

    What is the best treatment for drusen?

    Drusen are not treated as a separate nosology. They are a structural biomarker of AMD, and also have prognostic value for assessing the further development and rate of progression of the disease.

    Optimal tactics for detecting drusen:

    Optimal tactics for detecting drusen may include the following

    Risk modification: 

    • smoking cessation,
    •  blood pressure control,
    • metabolic profile,
    • diet.

    Dietary supplements based on AREDS 2: 

    • taking antioxidant complexes (lutein, zeaxanthin, vitamins C and E, zinc, copper) reduces the risk of transition to late AMD by approximately 25% within 5 years (according to AREDS 2).

    Quantitative monitoring on OCT: 

    • record the volume/area/height of drusen and their dynamics, distinguish between drusen types, detect other concomitant signs of AMD progression (hyperreflective foci, destructive changes in the ellipsoidal zone, pigmentary anomalies, vitelliform material deposition, signs of formation of foci of geographic atrophy).
    • Individualize observation intervals (depending on the type of drusen, the dynamics of their structural changes and other risk factors).
    • Among the new promising methods of treating dry AMD at the drusen stage is multiwavelength photobiomodulation.

    Multiwavelength photobiomodulation:

    This method is aimed at stopping or regressing the progression of dry AMD by modulating mitochondrial activity and consists of the use of specific light (red and near-infrared spectrum from ~590 to 850 nm), which can reduce oxidative stress in retinal cells, inflammation and apoptosis of PES cells.

    The efficacy as a potential treatment approach has remained controversial until recently: studies have shown only temporary improvement in visual function and reduction in drusen volume (not maintained for 6 months).

    Updated data from the LIGHTSITE III study were presented at the ARVO 2025 conference. They showed that photobiomodulation can significantly slow the decline in visual acuity and reduce the rate of expansion of HA zones

    Recently, the FDA approved photobiomodulation for the treatment of AMD.

    For complications:

    • Neovascular AMD– anti-VEGF.
    • Geographic atrophy – injectable drugs (inhibitors of the C3 and C5 complement system), approved by the FDA

    The role of AI drusen quantification OCT

    The role of AI: automated drusen-volume measurement in OCT is now a reality. IT allows automated segmentation and counting (3D volume, area, height), identification of reticular pseudodruses and other signs of AMD, and compilation of prognostic profiles.

    In practice, applying an OCT drusen-counting algorithm reduces variability in assessments and helps personalize visit frequency. Additionally, home OCT monitoring models with AI analysis are being developed, indicating that broader AI support for AMD is fast approaching.

    Conclusion

    Drusen on OCT are more than just a sign of AMD. They have become one of the most important biomarkers of age-related macular degeneration and a kind of “compass” in the daily practice of an ophthalmologist. Today we understand that:

    Drusen come in different types, and, accordingly, carry different prognostic information: hard, soft, confluent, and reticular pseudodrusen. Each type carries a different risk and requires a different surveillance strategy.

    Drusen levels are no longer limited to diameter, height, volume, dynamics, and structural features as well as accompanying OCT biomarkers have also become important. It is the combination of these parameters that allows us to predict the transition to the late stages of AMD.

    OCT has changed the game: drusen can now be seen in 3D, segmented automatically, build PES elevation maps, and compare data between visits. Thanks to this, the doctor receives a lot of information about the evolution of the disease.

    AI sets a new standard: algorithms can accurately calculate drusen volume, identify their subtypes, generate prognostic profiles, and reduce interobserver variability. This translates data from subjective descriptions into objective, reproducible numbers.

    Drusen classification on OCT using AI allows not only ascertaining the presence of drusen, but also differentiating their type, objectively measuring their number and parameters, and tracking their dynamics via AI drusen quantification on OCT. For the doctor, this means identifying risk factors in the early stages of retinal disease, accurately comparing data between visits, and prescribing the correct therapy promptly.

    Home monitoring is the future that has already begun: the first FDA-approved solutions with “OCT + AI” are currently used to monitor fluid in neovascular AMD, but they pave the way for daily structural monitoring of drusen as well. This means that in the near future, the patient may be able to monitor their own retina at home, and the doctor may be able to see the dynamics in real time.

    In the treatment of drusen wet or dry AMD, the main goal remains not to “remove drusen,” but to minimize risks (smoking, diet, systemic factors), prescribe AREDS2-based complexes, timely detect complications, and apply already available therapies (anti-VEGF in INM, C3 and C5 inhibitors of the complement system in HA). Among the new promising methods for treating dry AMD at the drusen stage is multiwavelength photobiomodulation.

     

    It is important to remember when communicating with the patient: drusen is not a therapeutic target, but a structural “compass”. We do not “treat drusen.” Instead, we systematically reduce risks (smoking, blood pressure, nutrition), use drugs based on the AREDS2 formula, and most importantly, we regularly measure their quantitative parameters in dynamics. When complications appear and the transition to a late stage occurs, we prescribe treatment based on the same objective OCT metrics. Thus, instrumental accuracy and AI analytics turn drusen into a manageable marker that helps to timely detect the risks of AMD progression.

    Thus, drusen on OCT have become a bridge between morphology and prognosis. They provide an opportunity to build a long-term strategy for preserving vision. Today, the doctor is required not only to see drusen, but also to quantitatively measure, assess in dynamics, calculate the risk, and explain to the patient his individual risks. It is thanks to these approaches that we are moving towards a new paradigm – personalized ophthalmology, where decisions are made based on objective digital data, enhanced by artificial intelligence.

    Sources:

      1. https://pubmed.ncbi.nlm.nih.gov/39558093/
      2. https://jamanetwork.com/journals/jamaophthalmology/fullarticle/2765650
      3. https://link.springer.com/article/10.1007/s00417-024-06389-x
      4. https://iovs.arvojournals.org/article.aspx?articleid=2804052
      5. https://www.ophthalmologyscience.org/article/S2666-9145(25)00182-4/fulltext
      6. https://www.nature.com/articles/s41433-024-03460-z
      7. https://www.ophthalmologytimes.com/view/arvo-2025-update-on-the-lightsite-iii-study-in-amd
  • Retinal Vein Occlusion: Detection with OCT and Modern Approaches to Monitoring and Treatment

    crvo
    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    3 min.

    Introduction

    Retinal vein occlusion (RVO) is one of the most common and clinically significant vascular disorders affecting the eye, often resulting in substantial visual impairment. This condition ranks second among causes of vision loss due to vascular disease, after diabetic retinopathy, placing a considerable burden on both healthcare systems and patients’ quality of life. Epidemiological studies show that the prevalence of RVO increases with age, and in populations with concomitant cardiovascular disease, the risk of developing occlusion rises severalfold.

    Despite a long history of study, it is the breakthroughs in instrumental diagnostics over the past decade that have fundamentally changed our approach to recognizing and managing RVO. Previously, assessment of the macula and retinal vasculature relied primarily on ophthalmoscopy. While still an important tool, it has inherent limitations.

    Optical coherence tomography (OCT) has revolutionized diagnostic standards. With its high resolution and ability to capture subtle structural changes within the retinal layers, OCT has become indispensable for determining disease severity, monitoring treatment efficacy, and conducting long-term follow-up. It allows for the detection of minimal early signs of edema, subclinical structural damage, and initial manifestations of ischemia—changes that were practically inaccessible for dynamic assessment 10–15 years ago.

    This level of precision is particularly critical for patients at increased risk of RVO. The most vulnerable groups include individuals with arterial hypertension, diabetes mellitus, glaucoma, coagulation disorders, as well as older adults, in whom the vascular walls may already have undergone degenerative or sclerotic changes.

    Importantly, modern RVO treatments require objective dynamic monitoring. OCT enables precise evaluation of structural changes, tracking of therapeutic response, and individualization of treatment strategies, helping to avoid both overtreatment and undertreatment.

    Thus, the role of OCT today goes far beyond simple visualization: it is a key tool for prognostic assessment, patient stratification, optimization of therapeutic decisions, and timely detection of complications.

    1. What RVO Is and Why It Occurs?

    Retinal vein occlusion (RVO) is a disruption of venous blood outflow in the retina due to partial or complete vein occlusion. As a result, the following occur:

    • Blood stasis
    • Increased venous pressure
    • Impaired capillary perfusion
    • Retinal edema, especially in the macular area
    • Risk of neovascularization

    Early detection is critical, as prompt treatment—particularly for macular edema—significantly increases the chances of preserving or restoring vision. Delayed diagnosis can lead to progression of ischemia, neovascularization, neovascular glaucoma, and persistent macular dysfunction.

    RVO also has important systemic implications: patients with a history of RVO have a higher risk of acute cardiovascular events (myocardial infarction, stroke, heart failure) compared with the general population. This emphasizes the need for comprehensive management, involving not only ophthalmologists but also other specialists, such as cardiologists.

    Central vs. Branch Retinal Vein Occlusion: Pathogenesis Differences

    • Central Retinal Vein Occlusion (CRVO) occurs when blockage happens at the level of the lamina cribrosa. Compression, arterial wall thickening, or thrombotic processes disrupt blood outflow from the entire retina. Typical signs include:
      • Diffuse hemorrhages
      • Marked macular edema
      • Increased risk of optic disc and iris neovascularization due to severe ischemia
      • Generally worsen prognosis than branch occlusions
    • Branch Retinal Vein Occlusion (BRVO) usually occurs at arteriovenous crossings, where a thickened artery compresses a vein, causing localized occlusion. Characteristic features include:
      • Localized edema and hemorrhages
      • Clear segmental distribution
      • Prognosis is generally better than that of CRVO, though macular edema may persist

    Key Risk Factors for RVO
    Modern studies and guidelines identify the following as the main risk factors:

    • Arterial hypertension
    • Atherosclerosis and age-related vascular changes
    • Diabetes mellitus (even without diabetic retinopathy)
    • Glaucoma and elevated IOP
    • Hypercoagulable states, thrombophilia
    • Obstructive sleep apnea
    • Age >50 years

    Rare cases of RVO associated with thromboembolic complications after COVID‑19 infection or vaccination have also been reported, highlighting the ongoing relevance of thrombotic mechanisms.

    Impact on Microcirculation and Vision


    RVO leads to:

    • Impaired normal venous outflow
    • Sharp elevation of hydrostatic venous pressure
    • Damage to the blood-retinal barrier
    • Leakage of plasma and cellular elements into the retinal interstitium, causing macular edema
    • Development of ischemic zones
    • Over time, thinning of inner retinal layers, neuroepithelial atrophy, and damage to the photoreceptor layer

    These changes are best assessed with OCT, which enables precise patient stratification and treatment planning. Timely diagnosis, proper monitoring, and early therapy are essential.

    2. OCT Signs of Retinal Vein Occlusion: Detecting Subtle Changes

    With the advent of OCT, detection of structural retinal changes in RVO has significantly improved—even at early stages without obvious clinical signs.

    Acute Stage Changes (first weeks after occlusion)

    • Macular edema:
      • Cystic spaces in inner retinal layers (INL, OPL)
      • Increased central retinal thickness
      • Subretinal fluid (serous neurosensory detachment)
    • Intraretinal hemorrhages: appear on OCT as hyperreflective areas with shadowing of underlying layers
    • Ischemia indicators:
      • Hyperreflectivity of neuroepithelium
      • Cotton-wool spots

    Chronic Stage Changes (months later)

    • Chronic ischemic and atrophic changes (thinning of inner retinal layers)
    • Disruption of photoreceptor layer (ELM and EZ)
    • Disorganization of inner retinal layers (DRIL)
    • Persistent edema (>6 months) indicates chronic RVO requiring therapeutic adjustment

    AI for OCT thus allows both acute diagnosis and long-term monitoring of ischemic progression or tissue remodeling.

    tissues

    rvo

    crvo

    3. Assessment of Macular Changes in RVO Using OCT

    OCT is now considered the gold standard for diagnosing, monitoring, and assessing treatment response in macular edema, including that associated with RVO.

    OCT is highly sensitive for:

    • Quantitative and qualitative analysis (central retinal thickness [CRT], macular volume [MV], size and number of cystic spaces, DRIL, photoreceptor layer integrity)
    • Evaluating treatment response
    • Detecting minimal residual cysts
    • Predicting visual acuity outcomes

    Typical OCT Findings in RVO:

    • Diffuse retinal thickening
    • Cystoid macular edema (localized cysts deforming normal retinal architecture)
    • Serous neurosensory detachment (indicative of blood-retinal barrier breakdown)
    • Disruption of EZ and ELM (photoreceptor involvement, critical for final visual acuity)

    These capabilities make OCT an integral part of modern RVO monitoring.

    rvo

    rvo 1

    rvo 2

    4. Top 3 Challenges in RVO OCT Analysis

    Despite its power, OCT assessment of RVO has significant limitations:

    1. Need for normative comparison
      Interpretation requires comparison with the patient’s contralateral eye or established normal values. Systemic vascular anomalies can affect both eyes, limiting standardization.
    2. Complexity with comorbidities
      Many RVO patients have systemic (hypertension, diabetes) or ophthalmic comorbidities (diabetic retinopathy, AMD, glaucoma, epiretinal membrane), complicating interpretation. It can be difficult to distinguish RVO-related changes from combined pathology.
    3. Requirement to consider clinical context
      OCT provides only part of the clinical picture. Accurate interpretation requires integration of symptoms, medical history, systemic factors, fundoscopic findings, and other diagnostic tests. Anatomical variations, comorbidities (glaucoma, cataract), and individual treatment response also necessitate a personalized approach.

    5. Treatment of RVO: Modern Approaches

    Currently, no treatment restores normal retinal venous circulation. Therefore, therapy focuses on controlling complications, primarily macular edema and preventing neovascularization (retinal, iris/optic disc, neovascular glaucoma, hemorrhages, and tractional changes).

    All RVO patients should receive systemic management, ideally in collaboration between an ophthalmologist and a cardiologist or internist. Monitoring of blood pressure, lipids, glucose, and coagulation factors is essential, as RVO often signals systemic vascular risk.

    Treatment decisions must be individualized, considering:

    • RVO subtype (CRVO vs. BRVO)
    • Edema severity
    • Clinical and OCT findings
    • Risk of adverse effects
    • Patient status (comorbidities, ability for regular follow-up)

    Anti-VEGF Therapy as First-Line Treatment

    Intravitreal anti-VEGF injections are the first-line therapy for macular edema associated with RVO. These drugs reduce vascular endothelial growth factor (VEGF) expression, lowering vascular permeability, fluid leakage, edema, and inhibiting pathological neovascularization.

    Commonly used agents:

    • Ranibizumab, Aflibercept, Faricimab: proven safe and effective for CRVO and BRVO-related macular edema; studies show significant improvements in best-corrected visual acuity (BCVA) and central macular thickness (CMT).
    • Bevacizumab: used off-label for macular edema and neovascularization.

    Long-term studies indicate anti-VEGF therapy provides sustained visual improvement for many patients, with injection frequency often decreasing over time.

    Advantages:

    • High efficacy for macular edema
    • Good tolerability and safety (systemic complications are rare)
    • Personalized treatment possible

    Limitations / Challenges:

    • Some patients respond insufficiently
    • Requires frequent injections (clinic visits, financial burden, potential complications, patient discomfort)
    • Chronic or refractory edema may require alternative or combination approaches

    Steroid Implants and Injections: Second-Line Therapy

    Dexamethasone intravitreal implant (OZURDEX) is approved for RVO-related macular edema, particularly when:

    • Anti-VEGF therapy is insufficient
    • Frequent injections are impractical (distance, transportation, cost)

    Steroids reduce inflammation, vascular permeability, and fluid accumulation, useful in chronic or resistant edema.

    Risks / Limitations:

    • Cataract (especially with repeated or long-term use)
    • Increased intraocular pressure (IOP), potential steroid-induced glaucoma

    Laser Therapy

    • Panretinal photocoagulation is effective for neovascularization.
    • Its use has declined with anti-VEGF availability, which offers strong anatomical and functional results.

    Surgical Approaches

    • Vitrectomy may be considered in selected cases.
    • Surgery carries risks and is reserved for situations where other treatments fail or are inappropriate.

    Combination Strategies

    • In practice, clinicians often combine anti-VEGF therapy with steroid implants or laser treatment, depending on disease course.
    • This can reduce total injection burden, minimize side effects, and improve outcomes in chronic or recurrent edema.

    Monitoring Frequency

    • Active macular edema or ongoing treatment requires regular OCT follow-up to evaluate therapeutic response and adjust injection intervals.
    • OCT schedule:
      • Monthly at treatment initiation
      • Individualized intervals using Treat-and-Extend protocols
      • Structural monitoring to prevent atrophic changes
    • Ischemic RVO patients have the highest neovascularization risk within the first 90 days; monthly monitoring during the first 6 months is critical.

    Conclusions and Recommendations

    RVO is a complex, multifactorial vascular disorder that can cause sudden and severe vision loss, particularly in patients with systemic risk factors. Modern management aims not only to address acute complications but also to control long-term structural retinal changes.

    OCT has transformed RVO care by providing:

    • Early detection of edema, subclinical ischemia, and architectural changes
    • Dynamic monitoring of treatment response, allowing timely adjustments and optimization
    • Improved long-term prognostication through evaluation of macular thickness, outer retinal layers, and fluid volume

    OCT helps identify edema type and secondary changes—atrophy, photoreceptor damage, inner retinal thinning—allowing a more accurate visual prognosis, especially in ischemic RVO.

    When combined with modern anti-VEGF agents, long-acting steroid implants, and personalized dosing regimens, OCT enables:

    • Reduction of unnecessary injections via interval optimization
    • Maximized treatment efficacy based on morphological findings
    • Prevention of recurrence and progression through early detection of edema

    Thus, OCT is not merely a visualization tool but a core element of clinical decision-making, improving patient management, preventing complications, and enabling more complete and stable visual recovery.

    Clinical Recommendation: Integrate regular OCT assessments into RVO management, with attention to macular thickness dynamics and outer retinal layer integrity for precise disease control and optimized therapeutic outcomes.

    References:

    1. https://pubmed.ncbi.nlm.nih.gov/38714470/
    2. https://www.rcophth.ac.uk/wp-content/uploads/2015/07/Retinal-Vein-Occlusion-Guidelines-Executive-Summary-2022.pdf
    3. https://www.mdpi.com/2077-0383/14/4/1183
    4. https://www.auctoresonline.org/article/clinical-therapeutic-orientation-in-retinal-venous-obstruction
    5. https://www.mdpi.com/2077-0383/10/3/405
    6. https://pmc.ncbi.nlm.nih.gov/articles/PMC10801953
    7. https://www.mdpi.com/2075-4418/13/19/3100
    8. https://karger.com/oph/article-abstract/242/1/8/255831/Microvascular-Retinal-and-Choroidal-Changes-in?redirectedFrom=fulltext
    9. https://link.springer.com/article/10.1007/s40123-024-01077-9
    10. https://pubmed.ncbi.nlm.nih.gov/39717563/
    11. https://provider-rvo.vision-relief.com/introduction/management/

     

  • Key Trends in Ophthalmology and Optometry in 2026

    trends
    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    3 min.

    Introduction

    The year 2026 in ophthalmology will not be defined by a single “major breakthrough,” but rather by the maturation of several directions whose discoveries and innovations are now transitioning into everyday clinical practice. While just a few years ago innovations were often perceived as isolated technologies far removed from real-world care (a new drug, device, or piece of equipment), today entire ecosystems are being formed: from early detection to long-term monitoring, from the ophthalmologist’s office to optometric screening, from a single consultation to a longitudinal patient journey supported by digital tools.

    The core logic of 2026 is a shift from reactive to proactive ophthalmology. Increasingly, the goal is to prevent disease at the stage of risk-factor modification, intervene in the earliest pathological changes, and track preclinical markers. This shift is visible across several dimensions: the growing role of telemedicine and portable diagnostics; autonomous AI becoming a public health tool; and oculomics, which enables ocular image analysis to serve as a source of early biomarkers for systemic conditions. At the same time, the treatment paradigm is evolving: where repeated procedures once dominated (for example, frequent intravitreal injections), 2026 brings a move toward extended-duration regimens, implant-based drug delivery platforms, and disease control with fewer clinic visits.

    Another important axis is the alignment of patient expectations. Some new approaches (for example, in the management of dry AMD and geographic atrophy) do not promise to “restore vision,” but rather to buy time—slowing structural retinal damage and functional vision loss. As a result, in 2026, risk–benefit communication and shared decision-making become almost as important as the choice of molecule or device itself.

    Below, we outline the key eye care trends of 2026: what is changing, why it matters, and how it will shape ophthalmic and optometric practice.

    trend pol

    1. New Approaches to Treatment

    1.1. Geographic Atrophy (GA): The Introduction of Active Treatment in eye care trends 2026

    1.1.1. Injectable Therapies as Ophthalmology Trends 2026

    Following the development of injectable therapies for geographic atrophy, clinical practice is entering a “second wave” phase—where the main questions are no longer whether therapy is possible for a disease historically considered untreatable, but how that therapy should be practically implemented. In 2026, the focus will be on patient selection, treatment initiation, dosing frequency and duration, as well as monitoring.

    Currently, the FDA has approved the following injectable therapies for GA:

    • Izervay (avacincaptad pegol) — a C5 complement inhibitor.
    • Syfovre (pegcetacoplan) — a C3 complement inhibitor.

    Their mechanism of action involves reducing chronic inflammation and cellular damage in the retina and—most importantly—slowing the rate of GA lesion expansion.

    Because most available data focus on slowing atrophy progression (an anatomical endpoint) rather than guaranteed improvements in visual acuity, properly managing patient expectations becomes particularly critical in 2026. Clear discussions about therapeutic goals and limitations are emphasized in review publications addressing the first approved GA treatments.

    ga injections

    1.1.2. Multiwavelength Photobiomodulation

    Multiwavelength photobiomodulation is one of the most promising emerging approaches aimed at halting or slowing the progression of dry AMD through modulation of mitochondrial activity. The use of specific wavelengths (red and near-infrared light, approximately 590–850 nm) may reduce oxidative stress in retinal cells, inflammation, and apoptosis of retinal pigment epithelium cells.

    Its appeal is clear: a non-invasive procedure with significantly better acceptability for some patients compared with regular injections.

    Until recently, its effectiveness remained debated, with studies showing only temporary functional improvement and reduction in drusen volume. At ARVO 2025, updated results from the LIGHTSITE III study demonstrated that photobiomodulation can significantly slow visual acuity decline and reduce the rate of GA expansion.

    In 2025, the FDA approved photobiomodulation for AMD, creating strong prospects for broader clinical adoption in 2026.

    The 2026 trend is correct positioning and stratification:

    • Use of photobiomodulation based on clear indications for specific dry AMD stages and patient profiles.
    • Transparent communication of expectations, with goals focused on functional support and slowing GA progression rather than guaranteed vision restoration.

    photobiomodulation

    1.2. Extended Anti-VEGF Treatment Regimens

    Another major trend is the shift toward regimens with reduced injection frequency. This is not merely about comfort, but primarily about preventing missed visits: patients with AMD and diabetic retinopathy with DME often fall out of treatment due to visit burden. Thus, 2026 reinforces the principle that treatment must be effective in real-world conditions, not only under ideal adherence.

    The ranibizumab port delivery system (Susvimo, Port Delivery System) has become emblematic of this trend. In 2025, the FDA also approved Susvimo for the treatment of diabetic retinopathy.

    1.3. Gene Therapy for Macular Telangiectasia Type 2 (MacTel 2)

    MacTel 2 is a chronic, progressive neurodegenerative retinal disease that previously lacked active treatment.

    In 2025, the first implantation of ENCELTO (revakinagene taroretcel)—the first and currently only FDA-approved gene therapy for MacTel 2—was performed in the United States. ENCELTO enables a shift from observation to active intervention, with the potential to preserve visual function in early-stage patients.

    The device is based on encapsulated cell therapy technology: a capsule containing genetically modified cells that continuously secrete recombinant human ciliary neurotrophic factor (CNTF), acting as a neuroprotective agent that slows photoreceptor degeneration.

    In 2026, the focus will move from “innovation storytelling” to routine clinical implementation, including defining early selection criteria, monitoring protocols (OCT biomarkers, functional testing), and accumulating real-world long-term data on photoreceptor preservation and visual function.

    1.4. Gene Therapy for Neovascular AMD: Closest to Real Transformation

    For neovascular AMD, gene therapy remains one of the most anticipated eye care trends 2026 directions, as it has the potential to fundamentally change treatment logic—from repeated injections to a single vector administration enabling long-term therapeutic protein expression. Reviews published in 2025 highlight active programs such as RGX-314, ADVM-022 (Ixo-vec), 4D-150, and others.

    In 2026, the key questions shift from “does it work?” to “how does it work across different patient groups?” including:

    • Stability and duration of expression;
    • Inflammatory and immune response profiles;
    • Need for supplemental anti-VEGF therapy;
    • Patient selection criteria;

    Injection centers and post-procedure monitoring standards.

    2. Oculomics: The Eye as a “Window to the Body” and a Source of Digital Biomarkers

    Oculomics is one of the most compelling trends of 2026, as it reshapes ophthalmology’s role within medicine as a whole. The concept is simple: the eye is the only structure where microvasculature, neurons, and signs of metabolic and inflammatory processes can be visualized non-invasively at high resolution. As a result, fundus and OCT/OCTA data may serve as biomarkers for systemic conditions—from cardiovascular risk to neurodegenerative diseases.

    oculomics

    In contemporary research, oculomics is described as an approach that uses retinal images to assess systemic risks and conditions, with potential scalability for screening. In 2026, this “scale” becomes critical: data may originate not only from ophthalmology clinics, but also from optometric practices, mobile screening programs, and telemedicine.

    What truly changes in 2026:

    • A transition from “interesting correlations” to clinical utility, with models expected to demonstrate actionable impact on patient management.
    • Data verification and management of false-positive risk, including the communication of systemic risk to patients.
    • Integration with AI, as multidimensional patterns often exceed human interpretive capacity.

    A major risk in 2026 is over-marketing, reinforcing the need for externally validated models with clear clinical context that do not generate unnecessary “medical noise.”

    3. AI Technologies: From Decision Support to Autonomous Screening and Managed Patient Pathways

    votes

    3.1. Autonomous Diabetic Retinopathy Screening as a Scalable Standard

    In 2026, diabetic retinopathy remains the most studied use case for autonomous AI. In the United States, three FDA-approved autonomous DR screening systems are already described (LumineticsCore/IDx-DR, EyeArt, AEYE-DS). This positions AI as a practical tool capable of influencing large-scale screening programs, particularly in primary care, endocrinology clinics, and mobile settings.

    The FDA approval of AEYE-DS as a fully autonomous solution (portable camera plus algorithm) underscores that in 2026, AI increasingly “works where the patient is,” not only where an ophthalmologist is present.

    3.2. 2026 as the Year of Integration

    Successful projects in 2026 will be distinguished by:

    • Image quality standards and quality control;
    • Clear referral rules and urgency levels;
    • Mechanisms to ensure patient follow-through (scheduling, reminders, visit tracking);
    • Transparent documentation for clinicians, patients, and audit purposes.

    3.3. AI as “Invisible Infrastructure”

    In 2026, AI increasingly functions as invisible infrastructure: highlighting high-risk cases, prioritizing queues, generating structured reports, and standardizing interpretation. The impact is reduced variability, faster routing, and fewer missed cases.

    4. Telemedicine: From Video Calls to Retinal Screening and Remote Management

    By 2026, telemedicine in ophthalmology is no longer synonymous with video consultations. Its foundation is tele-imaging: transmission and assessment of retinal images (fundus photos, sometimes OCT) with structured referral protocols.

    At the same time, limitations become more openly discussed. Certain conditions and components of assessment may be less accurately captured remotely, requiring clear protocols to define which patients can be managed remotely and which require in-person examination.

    The 2026 trend is a shift from “tool” to “pathway”:

    • Tele-screening as the first step;
    • Automated or semi-automated reporting;
    • Referral and follow-up control;

    Remote reassessment for ongoing risk monitoring.

    5. New Devices and Portable Diagnostics: Closer, Faster, More Scalable Care

    trend vote

    5.1. Portable Diagnostics as the Foundation of Coverage

    Portable fundus cameras and compact diagnostic systems represent one of the most practical changes of 2026. Their value lies not only in technology, but in enabling large-scale screening in locations without full ophthalmic infrastructure.

    Synergy with autonomous AI (such as AEYE-DS) is especially strong here, supporting new partnership models:

    • Endocrinology and primary care clinics;
    • Optical stores and optometric practices;
    • Mobile programs for workplaces or regions.

    5.2. Devices Deliver Value Only with Quality Protocols

    Success depends not just on acquiring devices, but on defined protocols:

    • Staff training in image acquisition;
    • Minimum quality criteria;
    • Retake rules;
    • Handling ungradable cases.

    In 2026, image quality becomes decisive, as AI and telemedicine depend on it.

    5.3. Home and Remote Monitoring for Extended Treatment Regimens as eye care trends 2026

    As treatment intervals lengthen, the risk of between-visit deterioration increases. Thus, 2026 strengthens the role of:

    • Home functional monitoring;
    • Digital questionnaires and symptom trackers;

    Remote checkpoints signaling the need for earlier recall.

    6. 2026 as the Year of Standardized Myopia Control and Greater Risk Awareness

    By 2026, myopia control is no longer debated but formalized, grounded in consensus documents and systematic reviews. Myopia is increasingly recognized as a chronic disease with stages, phenotypes, and potentially blinding complications.

    Implications for practice:

    1. Focus on preventing progression to high myopia.
    2. Combined strategies integrating behavioral, optical, and pharmacologic interventions with monitoring.
    3. A shared language between optometrists and ophthalmologists, with coordinated patient pathways.
    4. Support from AI and telemedicine for risk detection and personalized care.

    Myopia control in 2026 becomes a structured, long-term risk-reduction process.

    7. Optogenetics: Expanding the Evidence Horizon in Inherited Retinal Degenerations

    In 2026, optogenetics moves beyond concept into longer-term observation. Publications from 2025 highlight functional stabilization or improvement in retinitis pigmentosa, emphasizing pragmatic success criteria.

    For patients with severe vision loss, meaningful outcomes extend beyond visual acuity charts to spatial orientation, object recognition, and contrast sensitivity. In 2026, discussions increasingly focus on realistic endpoints and honest communication of limitations.

    8. Less Invasive Interventions and Patient Comfort as Components of Clinical Effectiveness

    Another key eye care trends 2026 is less traumatic technology that preserves efficacy while improving patient experience. A notable example is the FDA approval of Epioxa (epi-on) for keratoconus in 2025, preserving corneal epithelium and potentially reducing pain and recovery time.

    This trend spans refractive surgery, ocular surface disease, and chronic condition management, reinforcing that patient experience is integral to adherence and clinical outcomes.

    trends summary

    Conclusion

    The ophthalmology trends 2026 clearly demonstrate that ophthalmology and optometry are entering a phase of mature transformation, where success is driven not by isolated innovations but by their integration into coherent clinical pathways. The focus is shifting from treating consequences to early detection, slowing progression, and long-term management of chronic eye disease.

    Active treatment of geographic atrophy, photobiomodulation, extended anti-VEGF regimens, and the emergence of gene therapies for MacTel 2 and neovascular AMD fundamentally reshape patient management—from observation or frequent procedures to strategies aimed at preserving retinal structure and function with minimal procedural burden. These approaches require careful patient stratification and responsible expectation management, as the goal increasingly becomes slowing neurodegeneration rather than restoring vision.

    At the diagnostic level, 2026 reinforces decentralization: portable devices, telemedicine, and autonomous AI bring screening closer to patients and enable coverage of much broader populations. Oculomics and AI transform ocular images into sources of digital biomarkers that may influence not only ophthalmic but also general clinical management. At the same time, it becomes clear that technological value is defined not by algorithms or devices, but by data quality, model validation, and clearly structured patient pathways—from screening to treatment.

     

  • Diabetic Retinopathy Screening and Treatment: a Complete Guide

    dr
    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    5 min

    Diabetic retinopathy screening and treatment: a complete guide

    Table of Contents

    1. What are the diabetic retinopathy screening methods?
    2. Fundus images in DR screening
    3. Can OCT detect diabetic retinopathy?
    4. What does diabetic retinopathy look like on OCT?
    5. What is optimal diabetic retinopathy screening frequency?
    6. What is the best treatment for diabetic retinopathy?
    7. Diabetic retinopathy management: key takeaways

     

    Diabetic retinopathy (DR) remains the leading cause of irreversible vision loss among working-age adults worldwide. According to the International Diabetes Federation (IDF), one in three patients with diabetes shows signs of DR, and 10% develop diabetic macular edema (DME). Early diagnosis, systematic screening, and individualized monitoring are essential to prevent vision loss.

    What are the diabetic retinopathy screening methods?

    Modern methods of DR screening include:

    • Telemedicine platforms – enable automated transmission of fundus images
    • Mobile fundus cameras – Wi-Fi–enabled devices for field examinations
    • Smartphone-based platforms – use specialized lenses for retinal imaging
    • Optical coherence tomography (OCT) – used to detect early retinal changes and diabetic macular edema, complementing fundus photography
    • AI-based systems –  solutions for automated image analysis for fundus and OCT

    In practice, these methods are often combined. For example, patients may undergo fundus photography, after which images are sent to telemedicine centres and analysed by AI algorithms. More complex cases are then referred to ophthalmologists.

    DR screening is frequently incorporated into annual diabetes check-ups conducted by primary care physicians trained in basic fundus photography. This approach, already successfully implemented in several EU countries, has reduced the incidence of severe DR.

    Innovations in DR screening have broadened access for rural residents, older adults, and individuals with limited mobility. Integration into national e-health systems enables automated reminders and electronic medical record linkage, incorporating laboratory data (HbA1c, blood pressure) alongside retinal images.

    Fundus images in DR screening

    Fundus photography is the optimal primary screening method due to its high diagnostic yield, cost-efficiency, simplicity, and ability to integrate with AI and telemedicine solutions. 

    It enables detection of microaneurysms, hemorrhages, exudates, and neovascularization, often before symptoms arise. National screening programs rely heavily on digital fundus imaging, which, when combined with AI, provides an efficient platform for mass DR detection.

    Advances in fundus imaging for diabetic retinopathy have improved efficiency. Modern non-mydriatic cameras deliver high-quality images without pupil dilation, while automated image analysis supports rapid identification of suspicious cases. Cloud storage and telemedicine platforms facilitate remote evaluation, increasing coverage in regions with limited ophthalmology services.

    Next-generation wide-field cameras further enhance detection by capturing peripheral pathology. Some devices also generate automated annotations, reporting lesion type, DR stage, and DME presence, thereby standardizing interpretation and expediting clinical decision-making.

    Diabetic retinopathy screening with fundus
    Diabetic retinopathy detection from fundus images

    Can OCT detect diabetic retinopathy?

    Yes. OCT can detect early structural changes in the retina and is increasingly used to complement standard diabetic retinopathy screening.

    • Role in DR screening – While not a primary screening tool, OCT is now widely applied alongside fundus photography. It is especially valuable for detecting early diabetic macular edema (DME) and subtle morphological changes in the central retina not visible during ophthalmoscopy.
    • High-resolution imaging – OCT visualizes changes such as photoreceptor layer disruption, subclinical intraretinal fluid, neurosensory retinal thickening, and foveal edema. These findings often appear before clinically significant macular edema.
    • Differential diagnosis – OCT also helps identify other causes of vision loss in diabetic patients, for example, ruling out age-related macular degeneration.
    • Clinical evidence – Studies confirm that combining OCT with fundus photography increases diagnostic accuracy for DME. Experts therefore recommend this approach for patients with long-standing diabetes, poor glycemic control, or vision complaints.

    What does diabetic retinopathy look like on OCT?

    On OCT, diabetic retinopathy (DR) can appear as a combination of retinal structural damage, fluid accumulation, and microvascular changes that may not be visible on fundus photography.

    Typical OCT findings in DR include:

    • Photoreceptor damage – loss of outer retinal layers, especially the ellipsoid zone
    • Intraretinal hyperreflective foci, hard exudates
    • Microaneurysms – visible as small, round changes within the retina
    • Retinal thickness changes and neuroepithelial layer atrophy
    • Diabetic macular edema  – with intraretinal hyporeflective cystoid spaces and neuroepithelial swelling
    • Subretinal fluid  – resulting from increased vascular permeability
    • DRIL – disorganization of inner retinal layers, associated with poor prognosis
    • Epiretinal membranes – potential precursors to retinal detachment

     

    Advanced findings
    OCT can also reveal proliferative changes and tractional zones, which may progress to tractional retinal detachment.

    OCTA insights
    Beyond structural analysis, OCT angiography (OCTA) allows visualization of retinal microvascular changes without the contrast injection. OCTA helps identify areas of neovascularization, capillary network disruption, and the degree of macular ischemia.

    Diabetic retinopathy screening OCT
    Diabetic retinopathy (hyperreflective foci, moderate destruction of the ellipsoid zone and RPE), diabetic macular edema (neuroepithelium edema, intraretinal cystic cavities), epiretinal membrane

    What is optimal diabetic retinopathy screening frequency?

    The screening frequency for diabetic retinopathy is tailored to diabetes type, disease stage, and risk factors:

    Type 1 diabetes

    • First screening: 3–5 years after diagnosis (due to onset in children and young adults)
    • Then annually, if no DR is detected
    • If DR is present, frequency depends on severity

    Type 2 diabetes

    • Screening at diagnosis, as DR may already be present.
    • If no DR, repeat every 1–2 years.

    Patients with confirmed DR

    • No visible DR, mild non-proliferative diabetic retinopathy (NPDR), no DME — every 1–2 years
    • Moderate NPDR — every 6–12 months.
    • Severe NPDR — every 3 months.
    • Proliferative DR (PDR) — monthly, with regular OCT monitoring of the macula.
    • DME — monthly if center-involving, every 3 months if not.

    Pregnant women with type 1 or type 2 diabetes

    • Screening before conception or in the first trimester, with follow-up each trimester and postpartum
    • Screening is not required for gestational diabetes without pre-existing diabetes

    Post-treatment patients (laser or vitrectomy)

    • Typically, every 3–6 months during the first year, individualized based on retinal stability
    Screening DR with OCT
    Diabetic retinopathy (hyperreflective foci, microaneurysms, destruction of the ellipsoid zone and RPE), diabetic macular edema (neuroepithelial swelling, intraretinal cystic cavities), epiretinal membrane.

    Monitoring of diabetic retinopathy progression

    Ongoing diabetic retinopathy monitoring is essential to detect early signs of progression and guide treatment decisions. A key focus in monitoring is diabetic macular edema (DME), which represents fluid accumulation in the macula due to leakage from damaged retinal vessels. DME is a common complication of DR and the leading cause of vision loss in diabetic patients. OCT plays a central role in detecting DME and identifying structural changes that indicate disease progression.

    OCT biomarkers in DME

    OCT enables precise visualization of retinal layers with micron resolution, confirming DME presence and providing prognostic biomarkers for treatment selection and monitoring. 

    The main OCT biomarkers in DME include:

    • Cystoid hyporeflective intraretinal spaces – usually in the inner nuclear layer (INL) or outer plexiform layer (OPL). Their number, size, and location correlate with edema severity. Large or confluent spaces may indicate chronicity and a worse prognosis.
    • Subretinal fluid – accumulation between the neurosensory retina and retinal pigment epithelium. Often associated with a better visual prognosis, but requires close monitoring and consideration in anti-VEGF therapy.
    • Central macular thickening – a key marker of treatment effectiveness and disease activity.
    DME screening as the process of DR screening
    Diabetic retinopathy (hyperreflective foci, hard exudates), diabetic macular edema (neuroepithelial swelling, intraretinal cystic cavities).

    OCT red flags in DR progression

    Beyond DME, OCT helps identify broader signs of DR worsening that require therapy reassessment:

    • Progressive central macular thickening despite treatment
    • Increase in intraretinal or subretinal fluid, or enlargement of cystoid spaces
    • New hyperreflective foci, reflecting inflammatory activity (these may precede hard exudates or RPE changes)
    • Development or progression of disorganization of inner retinal layers (DRIL), an independent predictor of poor prognosis, even when orphological improvement is seen on OCT
    • Ellipsoid zone disruption, indicating photoreceptor damage
    • Signs of macular ischemia, although better evaluated with OCTA, indirect signs on OCT may include thinning of the inner retinal layers.
    • Tractional changes, such as epiretinal membranes, inner retinal stretching, or macular traction
    OCT biomarkers in DME
    Diabetic retinopathy (hyperreflective foci, hard exudates, destruction of the ellipsoid zone and RPE, disorganisation of the retinal inner layers (DRIL)), Diabetic macular edema (neuroepithelial swelling, intraretinal cystic cavities), subretinal fluid.

    The appearance of these OCT features should prompt clinicians to reconsider therapy, whether by switching anti-VEGF agents, introducing steroids, using combination therapy, or referring patients for surgical evaluation when traction is present.

    Example of diabetic retinopathy screening OCT
    Diabetic retinopathy (hyperreflective foci, hard exudates, destruction of the RPE), Diabetic macular edema (neuroepithelial swelling, intraretinal cystic cavities), subretinal fluid.

    What is the best treatment for diabetic retinopathy?

    The treatment of diabetic retinopathy is based on a comprehensive approach that takes into account not only the disease stage, but also individual patient characteristics, OCT findings, comorbidities, and prognostic biomarkers. Modern strategies combine preventive, pharmacological, and surgical methods, as well as personalized medicine tools based on retinal imaging.

    Criteria for treatment selection

    The choice of therapy is guided by the following parameters:

    • DR stage –  non-proliferative, proliferative, with or without DME
    • Form of macular edema –  focal, diffuse, with or without subretinal fluid
    • Presence of DRIL, EZ disruption, ischemic changes on OCTA
    • Response to previous treatment –  anti-VEGF, steroids, laser
    • Comorbidities –  renal insufficiency, hypertension, poor adherence

    For low-risk patients, observation or focal laser may be sufficient. Patients with significant DME usually require anti-VEGF or steroid injections. Those with proliferative DR often undergo panretinal laser photocoagulation or vitrectomy.

    Diabetic retinopathy treatment methods

    The main treatment options for diabetic retinopathy include pharmacotherapy, laser therapy, surgical intervention, and personalized approaches based on OCT.

    1. Pharmacotherapy: anti-VEGF and steroids

    Anti-VEGF agents such as aflibercept, ranibizumab, and bevacizumab are the first-line therapy for diabetic macular edema. They are especially effective in patients with pronounced edema and without ischemia.

    New drugs with extended duration of effect, including port delivery systems, are becoming available.

    Steroids are used when DME is persistent, when patients do not respond to anti-VEGF therapy, or in cases with an inflammatory phenotype.

    2. Laser therapy

    Injections have largely replaced laser therapy in the treatment of DME. However, panretinal photocoagulation remains the standard treatment for proliferative DR.

    Subthreshold micropulse laser is increasingly applied for focal edema, as it minimizes tissue damage.

    3. Surgical treatment

    Vitrectomy is recommended in cases of tractional macular edema, vitreous hemorrhage, or retinal detachment.

    4. Personalization with OCT

    Modern treatment protocols use OCT biomarkers to tailor therapy and improve prognosis.

    Patient education and multidisciplinary care

    DR treatment outcomes strongly depend on adherence. Patients must be informed about the need for regular injections, monitoring, and systemic control. Coordinated care involving ophthalmologists, endocrinologists, and family doctors helps maintain stable glycemic control and slows DR progression.

    Diabetic retinopathy management: key takeaways

    Diabetic retinopathy is a progressive disease, but modern diagnostics and treatments make it possible to preserve vision and improve outcomes. OCT and OCTA have become essential tools for early detection, risk assessment, and personalized therapy planning. Effective management combines pharmacotherapy, laser treatment, surgery, and patient education. Multidisciplinary care and strong patient adherence remain crucial for long-term success. With timely monitoring and tailored treatment, the progression of diabetic retinopathy can be significantly slowed.

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes only, not for clinical diagnosis purposes.

  • Altris Achieves MDSAP Certification, Strengthening Global Presence and Clinical Credibility

    AI Ophthalmology and Optometry | Altris AI Altris Inc.
    22.08.2025
    1 min.

    22.08.2025

    Altris Achieves MDSAP Certification, Strengthening Global Presence and Clinical Credibility

    Altris Inc., a leading decision support platform for OCT scan analysis, proudly announces that it has passed the Medical Device Single Audit Program (MDSAP) audit. 

    Based on the objective evidence reviewed, this audit enables a recommendation for Initial certification to ISO 13485:2016 MDSAP, including the requirements of Australia, Brazil, Canada, the USA, and Japan, and EU 2017/745, and that the scope was reviewed and found to be appropriate for ISO 13485:2016/MDSAP and EU MDR 2017/745.

    The results of this audit are suitable for obtaining the EU MDR 2017/745 certificate, which we are currently in the process of pursuing.

    ISO 13485:2016/MDSAP enables Altris Inc. to “design, manufacture, and distribute medical software for the analysis and diagnosis of retinal conditions globally.” It is recognized by leading global health regulators and signals trust and credibility to public and private hospitals, eye care networks, and optometry chains worldwide. 

    MDSAP Certification also opens the door for Altris Inc. to enter new international markets, including Asia-Pacific, Latin America, and additional parts of North America. The MDSAP certification allows a single regulatory audit of Altris AI’s Quality Management System (QMS) to be recognized by multiple major health authorities, including:

    • FDA (United States)
    • Health Canada
    • TGA (Australia)
    • ANVISA (Brazil)
    • MHLW/PMDA (Japan)

    MDSAP enforces that the Quality Management System for developing, testing, and maintaining AI Decision Support for OCT complies with international medical device standards. Altris AI Decision Support for OCT Analysis system that facilitates the detection and monitoring of over 70 retinal pathologies and biomarkers, including early signs of glaucoma, diabetic retinopathy, and age-related macular degeneration. 

    “Achieving ISO 13485:2016 certification under the stringent MDSAP requirements is a significant accomplishment for our team,” said Maria Znamenska, MD, PhD, Chief Medical Officer at Altris AI. “As a practicing ophthalmologist, I understand that the safety of patients is the absolute priority. Especially when implementing such an innovative technology as AI for decision support in OCT analysis. That is why we did everything possible to build quality processes that guarantee the highest level of safety for the patients.

    This certification enables Altris AI to expand its presence and offer eye care specialists upgraded functions such as GA progression monitoring, flags for smart patient filtering, or automated drusen count.”

    “This is more than a regulatory milestone for our team  – it’s a signal to the global eye care community that Altris AI is a trusted clinical partner,” said Andrey Kuropyatnyk, CEO of Altris AI. 

    About Altris 

    Founded in 2017, Altris AI is at the forefront of integrating artificial intelligence analysis into ophthalmology and optometry.

    The company’s platform is designed to assist eye care professionals in interpreting OCT scans with greater objectivity and make informed treatment decisions. It’s a vendor-neutral platform compatible with OCT devices from 8 major global manufacturers. With a commitment to innovation and compliance, Altris AI continues to develop solutions that set higher standards in the eye care industry and improve patient outcomes.

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes only, not for clinical diagnosis purposes.

     

  • Glaucoma OCT Monitoring Guide: From Detection to Long-Term Care

    glaucoma
    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    5 min

    Glaucoma OCT Monitoring Guide: From Detection to Long-Term Care

    Table of Contents

    1. Glaucoma detection: why early diagnosis is critical
    2. How to detect glaucoma in early stages: key approaches
    3. Advanced imaging for glaucoma: OCTA
    4. OCT glaucoma monitoring after diagnosis
    5. Additional tools for monitoring glaucoma treatment
    6. Glaucoma OCT: the foundation of long-term glaucoma care

    Optical Coherence Tomography (OCT) has fundamentally changed glaucoma diagnostics over the past two decades. It enables non-invasive, micron-level imaging of retinal microstructures and provides objective measurements of the retinal nerve fibre layer (RNFL), ganglion cell complex (GCC), and optic nerve head (ONH) parameters. Moreover, the advent of OCT angiography (OCTA) has introduced a new dimension in assessing microcirculation—complementing structural analysis and potentially predicting glaucoma progression.

    Today,  OCT is the standard for early detection, monitoring, and risk stratification of glaucoma progression, as recognised in international clinical guidelines. When combined with functional tests, tonometry, and anterior chamber angle assessment, OCT becomes the foundation for personalised glaucoma management.

    Glaucoma detection: why early diagnosis is critical

    Early glaucoma diagnosis is vital, as optic nerve damage caused by the disease is irreversible. Many patients seek care only after significant vision loss has occurred, at which point treatment may slow progression but cannot restore lost function. This is why ophthalmologists emphasise the importance of glaucoma detection at preclinical or pre-perimetric stages.

    How does OCT help in early glaucoma detection?

    OCT provides high-resolution imaging of the retina and optic nerve head. Unlike subjective functional tests, OCT delivers objective, quantitative data on ganglion cells, nerve fibre layers, and the neuroretinal rim, enabling recognition of even subtle structural changes.

    Recent OCT models go further, allowing detailed visualisation of the lamina cribrosa, a structure known to be altered in glaucoma. Today, OCT is recognised as a key diagnostic tool in the guidelines of both the European Glaucoma Society and the American Academy of Ophthalmology.

    How to detect glaucoma in early stages: key approaches

    Early glaucoma detection relies on evaluating structural and functional parameters of the eye, supported by advanced imaging techniques. The three main parameters assessed with glaucoma OCT are:

    • Ganglion Cell Complex (GCC) thickness and asymmetry
    • Retinal Nerve Fibre Layer (RNFL) thickness
    • Optic nerve head parameters with the DDLS scale

    In addition, OCT Angiography (OCTA) provides complementary insights into ocular microvasculature that may indicate early glaucomatous damage.

    Glaucoma detection parameter 1: GCC thickness and asymmetry

    One of the most sensitive preclinical biomarkers of glaucomatous damage is thinning of the ganglion cell complex (GCC), which includes the ganglion cell layer (GCL), inner plexiform layer (IPL), and macular RNFL (mRNFL). It is assessed through macular OCT scans. Damage in this area is particularly critical, as 50–60% of all ganglion cells are concentrated within the central 6 mm zone.

    Assessing asymmetry between the superior and inferior halves of the macula within the GCC is a key diagnostic indicator. Studies show that minimum GCC thickness and FLV/GLV indices (Focal Loss Volume / Global Loss Volume) are predictors of future RNFL thinning or emerging visual field defects. Asymmetry maps significantly ease clinical interpretation.

    A newer approach—vector analysis of GCC loss—also allows clinicians to visualise the direction of damage, which often correlates with future visual field defects.

    Measuring Ganglion Cell Complex (GCC) Thickness and GCC Asymmetry

    Glaucoma detection parameter 2: RNFL thickness analysis

    RNFL analysis is among the most widely used glaucoma diagnostic methods. The RNFL reflects the axons of the ganglion cells and is readily measured in optic nerve scans. Temporal sectors are the most sensitive and often show the earliest changes.

    Even when the overall thickness appears normal, localised defects should raise suspicion. Sectoral thinning of ≥5–7 μm is considered statistically significant. Age-related RNFL decline (~0.2–0.5 μm/year) must also be considered.

    Glaucoma detection parameter 3: optic nerve head parameters and the DDLS scale

    Evaluating the optic nerve head (ONH) is essential. OCT enables automated assessment of optic disc area, cup-to-disc ratio (C/D), cup volume, rim area, and the lamina cribrosa.

    The Disc Damage Likelihood Scale (DDLS) classifies glaucomatous ONH changes based on the thinnest radial rim width or, if absent, the extent of rim loss. Unlike the C/D ratio, DDLS adjusts for disc size. When combined with OCT, DDLS significantly enhances objective clinical assessment.

    In high myopia, automatic ONH segmentation often misclassifies anatomy. Here, newer deep learning–based segmentation models improve accuracy.

    Evaluating the optic nerve head (ONH)

    Advanced imaging for glaucoma: OCTA

    OCT Angiography (OCTA), an advanced glaucoma OCT technique, provides unique insights into ocular circulation. It enables evaluation of:

    • Vessel density in the peripapillary region
    • Optic nerve and macular vascularisation
    • Retinal versus ONH perfusion in both eyes

    OCTA for early glaucoma detection

    Studies confirm that reduced vessel density correlates with RNFL loss and visual field deterioration, and often precedes both.

    OCT glaucoma monitoring after diagnosis

    Glaucoma can progress even with stable intraocular pressure (IOP), making regular structural assessment of the optic nerve and inner retina crucial for therapy adjustment.

    Glaucoma OCT is not only a diagnostic tool but also the primary method for monitoring glaucomatous damage. Unlike functional tests, OCT can detect even minimal RNFL or GCL thinning months or even years before visual field loss appears. With serial measurements and built-in analytics, OCT allows clinicians to track glaucoma progression rates and identify high-risk patients.

    Methods for glaucoma progression monitoring

    There are two main approaches to monitoring glaucoma progression with OCT:

    Method 1: event-based analysis

    This method compares current scans with a reference baseline, identifying whether RNFL or GCL thinning exceeds expected variability.

    ? Example: Heidelberg Eye Explorer (HEYEX) highlights suspicious areas in yellow (possible loss) or red (confirmed loss).

    Limitations include sensitivity to artifacts, image misalignment, and segmentation quality. A high-quality baseline scan is essential.

    Method 2: trend-based analysis

    This approach accounts for time. The software plots RNFL/GCL thickness trends over time in selected sectors or globally and calculates the rate of progression.

    Examples:

    • RNFL thinning >1.0 μm/year is clinically significant.
    • Thinning >1.5 μm/year indicates active progression.

    It also accounts for age-related changes, helping differentiate physiological vs. pathological decline.

    Visual assessment in glaucoma OCT

    Qualitative analysis also plays an important role in detecting glaucoma progression. Key aspects include:

    • Focal RNFL thinning (localised defects)
    • Changes in the neuroretinal rim
    • Alterations in ONH cupping
    • GCL/GCIPL comparison (superior vs. inferior) on macular maps
    • New segmentation artifacts (may mimic progression)

    Visual glaucoma OCT analysis

    OCT glaucoma findings that indicate true progression

    Five OCT findings suggest true glaucomatous progression:

    1. RNFL thinning >10 μm in one sector or >5 μm in several sectors
    2. New or worsening GCL asymmetry (yellow to red colour shift)
    3. Emerging or expanding RNFL defects on colour maps
    4. Increasing C/D ratio with concurrent rim thinning
    5. New localised areas of vessel density loss on OCTA

    Particular attention should be paid to the inferotemporal and superotemporal RNFL sectors, where 80% of early changes occur.

    Frequency of glaucoma OCT monitoring

    According to the AAO and EGS, the recommended frequency for OCT glaucoma monitoring is:

    • High-risk patients: every 6 months
    • Stable patients: once a year
    • For trend analysis: at least 6–8 scans over 2 years to ensure statistical reliability

    Looking ahead, broader use of AI for glaucoma is expected to support earlier and more accurate detection, while also reducing false positives.

    Additional tools for monitoring glaucoma treatment

    While glaucoma OCT is essential for detecting structural changes, a comprehensive glaucoma assessment requires a multimodal approach. Additional tools include perimetry, tonometry, optic disc fundus photography, and gonioscopy.

    Perimetry (visual field testing)

    Functional assessment of the optic nerve remains crucial. Standard Automated Perimetry (SAP), most often performed with Humphrey Visual Field Analyzer protocols (24-2, 30-2, 10-2), is the most widely used method.

    Key indices:

    • MD (mean deviation): average deviation from normal values
    • PSD (pattern standard deviation): highlights localised defects
    • VFI (visual field index): summarises global visual function; useful for tracking glaucoma progression
    • GHT (glaucoma hemifield test): automated analysis of field asymmetry

    ? Important: In 30–50% of cases, structural changes such as RNFL thinning on OCT precede visual field defects; in others, functional loss appears first. Best practice relies on integrated OCT and perimetry to correlate damage location and monitor glaucoma progression more precisely.

    Combined OCT and perimetry remains the gold standard for progression monitoring.

    Tonometry

    Intraocular pressure (IOP) is the only clearly modifiable risk factor associated with both glaucoma onset and progression.

    • Goldmann applanation tonometry remains the gold standard.
    • A single IOP reading is insufficient — diurnal fluctuations are an independent risk factor, particularly in normal-tension glaucoma.

    Optic disc fundus photography

    Although subjective, fundus imaging remains valuable for documenting glaucomatous changes, especially in borderline cases. Unlike OCT, it does not provide quantitative data but helps visualise morphology over time.

    What to assess:

    • Progressive disc cupping
    • Changes in neuroretinal rim shape or colour
    • Disc margin haemorrhages (linked to faster RNFL thinning and visual field loss)
    • Inter-eye comparisons

    Gonioscopy

    Gonioscopy evaluates the anterior chamber angle and helps exclude angle-closure, pigmentary, or pseudoexfoliative glaucoma. It also identifies:

    • Neovascularisation
    • Trabecular meshwork abnormalities
    • Other angle anomalies

    Patient education: a key to successful glaucoma management

    Accurate glaucoma detection and therapy are not enough; adherence to monitoring and treatment is equally critical.

    The challenge:

    • Early-stage glaucoma is asymptomatic.
    • Many patients underestimate its seriousness, leading to poor compliance, missed follow-ups, and discontinuation of therapy.

    The goals of patient education:

    • Explain that glaucoma progresses silently but can lead to irreversible blindness if untreated.
    • Use real-life examples (before/after OCT scans, visual field comparisons) to illustrate progression.
    • Teach patients to recognise warning signs (vision changes, eye pain).
    • Visualise disease progression with AI tools showing RNFL loss and future risk.

    Educational resources may include:

    • Printed brochures in patient-friendly language
    • Videos featuring OCT images with explanations
    • Doctor–patient in-clinic discussions
    • Telemedicine platforms with reminders and follow-up prompts

    According to the AAO, patients who understand glaucoma are 2.5 times more likely to adhere to treatment and attend check-ups.

    Glaucoma OCT: the foundation of long-term glaucoma care

    Glaucoma OCT now plays a central role in both diagnosis and monitoring. Its ability to detect subtle structural changes before measurable functional loss makes early intervention possible and increases the chances of preserving vision.

    But technology alone is not enough. Accurate interpretation, combined with strong patient education, is essential. When patients understand their disease and the role of glaucoma OCT in treatment, adherence improves and outcomes are better.

    OCT is not just a diagnostic device; it is the cornerstone of an integrated glaucoma management strategy, from initial screening to long-term monitoring and treatment optimisation.

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes only, not for clinical diagnosis purposes.

  • Dry AMD Treatment: Modern Ways to Slow Progression

    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    5 min.

    Dry AMD Treatment: Modern Ways to Slow Progression

    Table of Contents

    1. What are the dry macular degeneration treatment breakthroughs?
    2. How to monitor dry AMD progression with OCT?
    3. What are the challenges of dry age-related macular degeneration monitoring?
    4. How do I organize efficient dry AMD monitoring in my clinic?
    5. Why are optometrists on the front line of early AMD detection?
    6. How can OCT insights help support patients emotionally?
    7. Conclusion

    For many years, dry or non-exudative AMD was seen as untreatable. Most research focused on wet AMD and anti-VEGF therapy.

    Today, this paradigm is shifting. Around 30% of patients with age-related macular degeneration are affected by the dry form, which makes finding effective therapies critical. Recently, the first FDA-approved drugs for dry macular degeneration injections have appeared, offering hope to patients with geographic atrophy (GA). Alongside, new physiotherapeutic methods, such as multi-wavelength photobiomodulation, are showing promising results.

    Geographic atrophy (GA) is an advanced, irreversible form of dry AMD. It occurs when parts of the retina undergo cell death, leading to progressive vision loss. But even the best dry AMD treatment is incomplete without objective measurement. That’s where modern tools for macular degeneration monitoring come in, and optical coherence tomography (OCT) is now at the core of this process.

     

    What are the dry macular degeneration treatment breakthroughs?

    The latest dry macular degeneration treatment breakthroughs include:

    • Multiwavelength photobiomodulation
    • FDA-approved injectable drugs
    • AREDS 2-based supplements

    In the past, recommendations focused only on reducing risks — quitting smoking, managing blood pressure, and eating a healthy diet.
    Now, new approaches to dry AMD treatment combine prevention with active therapies to slow AMD progression and especially the advance of GA.

    1. Dry AMD treatment using multiwavelength photobiomodulation

    Multiwavelength photobiomodulation for AMD is a promising new treatment. It uses specific red and near-infrared light wavelengths (~590–850 nm) and helps reduce oxidative stress, inflammation, and pigment epithelial cell death.

    One of the best-known systems is Valeda Light Therapy, which delivers controlled multiwavelength light directly to the retina.

    The LIGHTSITE III clinical trial showed that photobiomodulation can slow the decline in visual acuity and reduce the rate of GA expansion.

    Limitations:

    • Only 3–5 years of long-term data available
    • Requires costly equipment and training
    • Effectiveness in late-stage GA remains unclear

    Dry Macular Degeneration Treatment Breakthroughs: Multiwavelength photobiomodulation

    2. Dry AMD treatment using FDA-approved injectable drugs

    AMD injection drugs approved by the FDA include Izervay and Syfovre.

    • Izervay (avacincaptad pegol): A C5 complement protein inhibitor that targets the complement cascade involved in chronic retinal inflammation and damage. Izervay, approved for geographic atrophy secondary to dry AMD, has demonstrated a reduced rate of GA progression in clinical trials.
    • Syfovre (pegcetacoplan): A C3 complement inhibitor that blocks the central component of the complement system to reduce inflammation. Syfovre is the first FDA-approved treatment for GA that targets complement component C3, showing a clinically meaningful slowing of GA progression.

    Both dry macular degeneration injections have shown the ability to slow GA progression compared to placebo. Although they do not restore vision, slowing vision loss is a meaningful clinical outcome.

    Key considerations for injections:

    • Administered intravitreally, usually monthly or every other month
    • Require doctor training and patient education on risks (e.g., endophthalmitis, increased intraocular pressure)
    • Cost and access may limit use

    Dry macular degeneration injections

    3. Dry AMD treatment using AREDS 2-based supplements

    AREDS 2 supplements are antioxidant supplements containing lutein, zeaxanthin, vitamins C and E, zinc, and copper. They can reduce the risk of progression to late-stage AMD by around 25% over five years, according to the AREDS 2 study.

    Pros:

    • Widely available
    • Safe, with low side effect risk
    • Supported by strong clinical evidence

    Cons:

    • Do not directly treat GA
    • Cannot replace active therapies such as dry macular degeneration injections or photobiomodulation

    How to monitor dry AMD progression with OCT

    Effective macular degeneration monitoring relies on OCT. It is the gold standard for tracking retinal changes and predicting GA development.
    Without OCT, clinicians are essentially “flying blind” when assessing AMD progression.

    Key monitoring parameters of AMD progression

    The key monitoring parameters of AMD progression include GA area, drusen, and distance to fovea.

    1. GA area

    This is the main metric when using intravitreal eye injections. Modern OCT systems provide GA measurements in mm², allowing doctors to objectively track changes over time.

    Even if patients don’t notice symptoms, a growing GA area signals disease progression. In FDA trials for Syfovre and Izervay, the GA area was the primary endpoint.

    2. Drusen

    Drusen vary in number, size, and shape. A reduction or disappearance of drusen on OCT may seem like an improvement, but could actually indicate a transition to the atrophic stage. Regular monitoring helps detect this early.

    3. Distance to fovea

    The closer GA is to the fovea, the greater the risk of sudden vision loss.

    Early detection enables:

    • Referral to an ophthalmologist
    • Timely conversations about potential vision loss

    OCT outputs for AMD progression monitoring and communication

    Useful OCT outputs for AMD progression monitoring and communication are heat maps and progress charts.

    1. Heat maps

    Modern OCT systems use color-coded heat maps to show pigment epithelium thickness and drusen distribution. This visual format helps in several ways:

    • Makes interpretation easier for clinicians
    • Helps patients better understand their condition
    • Encourages patients to stay engaged with treatment

    In clinical practice, it serves as a highly effective communication tool.

     

    2. Progress charts

    Most OCT systems can compare results across visits

    • For doctors: Helps guide treatment decisions
    • For patients: Provides visual proof of stabilization or worsening

     

    The role of objective evidence in patient treatment

    Patients may question the value of long-term treatments or costly procedures.

    OCT is the gold standard for patient motivation. When patients see actual changes, they’re more likely to agree to treatment.

    What are the challenges of macular degeneration monitoring?

    Monitoring dry AMD presents technical, organizational, and psychological challenges. Doctors of all levels of experience should be aware of them.

    1. Invisible microchanges

    Early atrophy or drusen changes may be subtle. Patients may not notice them due to eccentric fixation or slow adaptation.

    Without OCT, doctors may miss early GA, delaying treatment.

    It is necessary to perform OCT even when there are only minor changes in visual acuity or if the patient reports image distortion (metamorphopsia).

    2. Subjective assessment

    Ophthalmoscopy reveals only obvious changes. Subtle drusen or early atrophy might be missed.

    Relying on patients’ complaints is risky — many don’t notice issues until it’s too late.

    That’s why even small optical practices should establish clear referral pathways for OCT exams.

    3. Unnecessary referrals

    Optometrists or primary care doctors often refer patients to ophthalmologists “just in case,” because they don’t have access to OCT or lack experience interpreting it.

    This puts unnecessary strain on specialists. In many cases, nothing new is done after the exam because there are no previous images for comparison.

    4. Limitations of OCT devices

    Not all OCT devices measure GA or track drusen equally well. Older models may lack automated measurements of atrophy area.

    In some cases, referral to a center with advanced OCT is necessary.

    OCT devices used to monitor AMD progression

    How do I organize efficient dry AMD monitoring in my clinic?

    Practical tips:

    1. Create a baseline chart with OCT images during the first visit.

    2. Monitor regularly:

    • Every 6–12 months in the early stages
    • Every 3–6 months with GA
    • Before each intravitreal injection

    3. Standardise scanning protocols to minimise variability.

    4. Use OCT software tools for image comparison, GA calculation, heat maps.

    5. Communicate clearly with patients about drusen, atrophy, and treatment goals.

    Why are optometrists on the front line of early AMD detection?

    Optometrists play a key role in spotting the early signs of AMD, as they are often the first point of contact in eye care.

    They perform initial screenings, provide guidance on lifestyle and supplements, and ensure regular OCT monitoring.

    If drusen, pigment epithelial changes, or signs of GA are present, they refer patients to ophthalmologists for confirmation and treatment planning.

    How can OCT insights help support patients emotionally?

    Patients with dry AMD often ask: “Why bother if it can’t be cured?”
    Here, OCT plays an emotional as well as clinical role. Showing OCT scans can:

    • Prove the value of slowing AMD progression
    • Emphasise patients’ role in preserving sight
    • Reassure them that long-term care makes a difference

     

    Dry macular degeneration treatment breakthroughs: key takeaways for slowing AMD progression

    Modern dry macular degeneration treatment breakthroughs, including FDA-approved injections, photobiomodulation, and AREDS 2 supplements,  have changed the outlook for patients.
    Yet treatment alone is not enough. Without consistent macular degeneration monitoring using OCT, the benefits of these therapies may be lost.

    The future of dry AMD treatment lies in a partnership between optometrists, ophthalmologists, and patients. Together, with breakthrough therapies and precise monitoring, we can slow AMD progression and give patients the best chance of preserving vision.

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes only, not for clinical diagnosis purposes.

  • AItris for Buchanan Optometrists

    AI Ophthalmology and Optometry | Altris AI Mark Braddon
    3 min.

    Disclaimer: In the USA, Altris Image Management System (Altris IMS) has USA FDA 510(k) Class II clearance; AI/ML models and components are intended to use for research purposes only, not for clinical diagnosis purposes.

    Buchanan Optometrists and Audiologists is no ordinary eye-care center.

    The Association of Optometrists (AOP) estimates 17,500 registered optometrists working across roughly 6,000 practices in the UK. The UK Optician Awards recognise the best in the UK Optical industry.  To even make the top 5 is our equivalent of an Oscar nomination! They are the only practice in the UK to consistently make the top 5 since 2008. Buchanan Optometrists describe themselves as innovators who “continually push boundaries.”

    Their list of awards speaks for itself:

    • 2012 – National Optician Award for Premium Lens Practice of the Year
    • 2013 – Luxury Eyewear Retailer of the Year and Premium Lens Practice of the Year
    • 2013 – Winner at the UK Optician Awards
    • 2015–2016 – Best UK Independent Practice
    • 2017–2018 – Optometrist of the Year, with Alisdair Buchanan named the top optometrist in the UK
    • 2023–2024 – Best Independent Optician and Best Technology Practice

    And this list is not finished, as Alisdair Buchanan, the Owner and the Director of the center, is investing in their growth continuously.

    Buchanan Optometrists are being recognized for their achievements

    With a track record like this, it’s no surprise that Buchanan Optometrists was among the first to adopt AI for Decision Support in OCT. AI is rapidly becoming a vital part of modern eye care, and leading centers are already embracing it.

    Mark Braddon, Altris AI VP of Clinical Sales, sat down with Alisdair Buchanan, the owner and director of the practice, to talk about his experience with AI and what it means for the future of optometry.

    Mark Braddon: You’ve been working with OCT for years. What changed in your practice after bringing in Altris AI Decision Support for OCT?

    Alisdair Buchanan, Owner: As someone already confident in interpreting scans, I didn’t need help understanding OCT—but Altris provides something even more valuable: a kind of second opinion. It supports my clinical decisions and offers an added layer of reassurance, particularly in borderline or complex cases. That’s not just helpful—it’s powerful.

    I didn’t think our OCT assessments could improve much—until we started using Altris AI. It’s not just an upgrade; it’s become an indispensable part of delivering modern, high-quality eye care. Altris AI has significantly enhanced the way we interpret OCT scans. What used to require prolonged focus and cross-referencing now takes moments, without sacrificing accuracy or depth. The system analyses images with incredible precision, highlighting subtle pathological changes that are often time-consuming to detect, especially during a busy clinic day.

    Mark Braddon: What was the first real benefit you noticed after bringing  Altris AI into your day-to-day routine?

    Alisdair Buchanan, Owner: One of the most immediate benefits has been in patient communication. The platform generates clear, colour-coded visuals that make explaining findings effortless. Instead of trying to talk patients through grainy greyscale images, we can now show them precisely what we’re seeing. It’s improved understanding, reduced anxiety, and increased trust in the care we’re providing.

    Mark Braddon: Was it easy to fit AI Decision Support into your OCT workflow? How easy did you find integrating Altris AI?

    Alisdair Buchanan, Owner: Integration was seamless—no faff, no friction. It fits naturally into our existing workflow, with scans uploaded and analysed within seconds. It’s helped us work more efficiently, without compromising the thoroughness our patients expect.

    In short, Altris AI has sharpened our clinical edge and strengthened the service we offer. It doesn’t replace experience—it enhances it. And that, for me, is the real value.

    Mark Braddon: In your experience, where has AI been the most helpful in clinical work?

    Alisdair Buchanan, Owner: The main area where it shines is in picking up early macular changes, particularly dry AMD. Things like drusen or subtle changes in the outer retinal layers, which could easily be missed at a glance, are brought to the surface immediately.

    It’s also been handy with diabetic patients. Just having that extra layer of input to flag microstructural changes helps us stay ahead of progression.

    We’ve also started using it with glaucoma suspects. While our Heidelberg Spectralis remains our go-to for structural monitoring, having the RNFL analysis from Altris adds a checkpoint. I’d never base a referral purely on it, but it’s nice to have a second opinion—even if it’s an AI one.

    Mark Braddon: Has AI Decision Support changed how you handle borderline or difficult-to-call cases?

    Alisdair Buchanan, Owner: I’d say it’s given us more confidence, particularly in the grey areas—those borderline cases where you’re not quite sure if it’s time to refer or just monitor a bit more closely. With AMD, for example, it has helped us catch early signs of progression and refer patients before things become urgent.

    And for glaucoma, again, it’s not replacing anything we do—it’s just another tool we can lean on. Sometimes it confirms what we already thought, and other times it nudges us to look again more carefully.

    Mark Braddon: How has using AI impacted your conversations with patients during consultations?

    Alisdair Buchanan, Owner: One of the unexpected benefits has been how much it helps with patient conversations. We show the scans on-screen during the consultation, and the colour overlays make things much easier to explain, especially with older patients. They can see what we’re talking about, which makes the whole thing feel more real and less abstract.

    They often say, “Ah, now I understand,” or “So that’s what you’re looking at.” It’s not about dazzling them with tech—it just helps make the discussion more transparent and more reassuring.

    Mark Braddon: Some professionals worry that AI might replace human judgment. How do you see its role in clinical decision-making?

    Alisdair Buchanan, Owner: I don’t see Altris —or any AI—as a threat to what we do. It’s not here to replace us. We still make the decisions, take responsibility, and guide our patients. But it does help.

    For me, it’s like having a quiet assistant in the background. It doesn’t get everything right, and I certainly wouldn’t act on it blindly—but it prompts me to pause, double-check, and sometimes spot something I might have missed otherwise. That can only be a good thing.

    In short, Altris has sharpened our clinical edge and strengthened the service we offer. It doesn’t replace experience—it enhances it. And that, for me, is the real value.

  • AI for Decision Support with OCT: “Altris Gave Me More Certainty in My Clinical Decisions”

    AI for Decision Support for OCT
    AI Ophthalmology and Optometry | Altris AI Maria Martynova
    2 minutes

    Disclaimer: In the USA, Altris Image Management System (Altris IMS) has USA FDA 510(k) Class II clearance; AI/ML models and components are intended to use for research purposes only, not for clinical diagnosis purposes.

    AI for Decision Support with OCT: An Interview with Clara Pereira, Optometrist from Franco Oculista

    About Franco Oculista Optometry in Portugal.

    Franco Oculista is the optometry center with a 70-year-old history: its roots date back to the mid-1950s in Luanda, where it was founded by Gonçalo Viana Franco. Having left behind a career in pharmacy, Gonçalo pursued his entrepreneurial vision by opening an optician’s bearing his name in the heart of the Angolan capital. Driven by a thirst for knowledge and a deep sense of dedication, he turned his dream into reality. With a commitment to professionalism and a forward-thinking approach, he integrated the most innovative technologies available at the time. This blend of passion, expertise, and innovation established Franco Oculista as a benchmark for quality and excellence in the field. In 1970s, the family returned to Portugal and opened the new FRANCO OCULISTA space on Avenida da Liberdade.

    How do Franco Oculista describe their mission?

    “Through individualized and segmented service, we seek to respond to the needs of each client. We combine our knowledge with the most sophisticated technical equipment and choose quality and reliable brands. We prioritize the evolution of our services and, for this reason, we work daily to satisfy and retain our customers with the utmost professionalism.”

    Clara Pereira is one of the optometrists at Franco Oculista and has been an optometrist for nearly two decades. Based in a private clinic in Portugal, she brings years of experience and calm confidence to her consultations. We talked with her to learn how her clinical practice has evolved, particularly since integrating OCT and, more recently, Altris AI – AI for Decision Support with OCT.

    Altris AI: Clara, can you tell us a bit about your daily work?

    Clara: “Of course. I’ve been working as an optometrist for 19 years now. My practice is quite comprehensive—I assess refractive status, binocular vision, check the anterior segment with a slit lamp, measure intraocular pressure, and always examine the fundus.

    Clara: “In Portugal, we face limitations. We’re not allowed to prescribe medication or perform cycloplegia, so imaging becomes crucial. I rely heavily on fundus photography and OCT to guide referrals and detect early pathology.”

    Altris AI: How central is OCT diagnostics to your workflow?
    Clara: “OCT is substantial. I perform an OCT exam on nearly every patient, on average, eight OCT exams per day. It’s an essential part of how I gather information. With just one scan, I can learn so much about eye health.”

    Altris AI: What kind of conditions do you encounter most frequently?
    Clara: “The most common diagnosis is epiretinal membrane—fibrosis. But I also manage patients with macular degeneration and other retinal pathologies. Having the right tools is key.”

    Altris AI: And what OCT features do you use the most?
    Clara: “I regularly use the Retina, Glaucoma, and Macula maps. But if I had to choose one, the Retina Map gives me the most complete picture. It’s become my go-to.”

    Altris AI: You’ve recently started using Altris AI. What has that experience been like?
    Clara: “At first, I didn’t know much about it. But when Optometron introduced Altris AI to me—a company I trust—I didn’t hesitate. And I’m glad I didn’t. From the beginning, it felt like a natural extension of my clinical reasoning.

    Clara: “Altris AI gives me an extra layer of certainty. It helps me extract more from the OCT images. I usually interpret the scan myself first, and then I run it through the platform. That way, I validate my thinking while also learning something new.”

    Altris AI: Have any standout cases where Altris AI made a difference?

    Clara: “Yes. I’ve had a few. One was a case of advanced macular degeneration, in which the AI visualization really helped me explain the condition to the patient. Another was using anterior segment maps for fitting scleral lenses—Altris was incredibly useful there, too. I do a lot of specialty lens fittings, so that was a big advantage.”

    Altris AI: Would you recommend Altris AI to your colleagues?

    Clara: “I would recommend Altris AI to my colleagues. For me, it’s about more than just the diagnosis. It’s about feeling confident that I’m seeing everything clearly and giving my patients the best care possible. Altris AI helps me do exactly that.”

    Why This Matters: Altris AI in Real Practice

    Clara’s story reflects the real value of AI in optometry—not as a replacement for clinical judgment, but as a powerful companion. With every OCT scan, she strengthens her expertise, improves diagnostic accuracy, and gives her patients the reassurance they deserve.

    Whether identifying early signs of fibrosis, supporting complex scleral lens fittings, or acting as a second opinion, Altris AI seamlessly fits into the modern optometrist’s workflow, making every scan more meaningful.

    AI for Decision Support with OCT: Transforming Retinal Diagnostics

    Artificial Intelligence (AI) is revolutionizing the field of ophthalmology, particularly through its integration with Optical Coherence Tomography (OCT). OCT is a non-invasive imaging technique that captures high-resolution cross-sectional images of the retina, enabling early detection and monitoring of various ocular conditions. However, interpreting these scans requires time, expertise, and consistency—factors that AI-based decision support systems are uniquely positioned to enhance.

    Altris AI (AI for OCT decision support platform) analyzes thousands of data points across B-scans, automatically detecting retinal pathologies, quantifying biomarkers, and identifying patterns that may be subtle or overlooked by the human eye. By providing objective, standardized assessments, Altris AI reduces diagnostic variability and improves clinical accuracy, especially in busy or high-volume practices.

    For optometrists and ophthalmologists, AI acts as a second opinion, flagging early signs of diseases such as age-related macular degeneration (AMD), diabetic retinopathy, and glaucoma. It streamlines workflows by highlighting areas of concern, prioritizing cases that require urgent attention, and offering visual explanations that are easy to communicate to patients.

    Moreover, Altris AI enableS longitudinal tracking of pathology progression. By comparing OCT scans over time ( even from various OCT devices), clinicians can monitor subtle changes in drusen volume, retinal thickness, supporting timely clinical decisions and tailored treatment strategies. The integration of AI into OCT interpretation not only enhances diagnostic confidence but also supports evidence-based care, early intervention, and improved patient outcomes. As AI continues to evolve, it will play a vital role in advancing precision medicine in ophthalmology, empowering eye care professionals with tools that are fast, reliable, and scalable.

    In essence, AI for OCT decision support is not replacing clinical expertise; it is augmenting it, elevating the standard of care through speed, accuracy, and actionable insights.

  • Future of Ophthalmology: 2025 Top Trends

    future of ophthalmology
    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    13.03.2025
    12 min read

    Future of Ophthalmology: 2025 Top Trends

    In a recent survey conducted by our team, we asked eye care specialists to identify the most transformative trends in ophthalmology by 2025. The results highlighted several key areas, with artificial intelligence (AI) emerging as the clear frontrunner, cited by 78% of respondents.

    future of Ophthalmology

    However, the survey also underscored the significant impact of optogenetics, novel AMD/GA therapies, and the continuing evolution of anti-VEGF treatments. This article will explore the practical implications of these advancements, providing an overview of how they are poised to reshape diagnosis, treatment, research, and, ultimately, patient outcomes in ophthalmology.

    In this article, we will also discuss Oculomics, a very promising field that is gaining momentum.

    Top AI Technology for Detecting Eye-related Health Risks 2025

    Building upon the survey’s findings, we begin with the most prevalent trend: top AI technology for detecting eye-related health risks in 2025

    future of opthalmology

    AI in Clinical Eye Care Practice

    With the increasing prevalence of conditions like diabetic retinopathy and age-related macular degeneration, there is a growing need for efficient and accurate screening tools. And AI is already valuable for eye-care screening: algorithms can analyze retinal images and OCT scans to identify signs of these diseases, enabling early detection and timely intervention.

    future of ophthalmology

    Source

    AI-powered screening tools can also help identify rare inherited retinal dystrophies, such as Vitelliform dystrophy and Macular telangiectasia type 2. These conditions can be challenging to diagnose, but AI algorithms can analyze retinal images to detect subtle signs that human observers may miss.

    AI also starts to play a crucial role in glaucoma management. Early detection of glaucoma demands exceptional precision, as the early signs are often subtle and difficult to detect. Another significant challenge in glaucoma screening is the high rate of false positive referrals, which can lead to unnecessary appointments in secondary care and cause anxiety for patients, yet delayed or missed detection of glaucoma results in irreversible vision loss for millions of people worldwide. So, automated AI-powered glaucoma analysis can offer transformative potential to improve patient outcomes.

    This OD module evaluates optic disc parameters using OCT, providing personalized assessments by accounting for individual disc sizes and angle of rim absence. Such a tailored approach eliminates reliance on normative databases, making evaluations more accurate and patient-specific.

    Furthermore, it enables cross-evaluation across different OCT systems, allowing practitioners to analyze macula and optic disc pathology, even when data originates from multiple OCT devices. Key parameters evaluated by Altris AI’s Optic Disc Analysis include disc area, cup area, cup volume, minimal and maximum cup depth, cup/disc area ratio, rim absence angle, and disc damage likelihood scale (DDLS).

    future of ophthalmology

     

    AI for Clinical Trials and Research

    AI is revolutionizing clinical trials and research in ophthalmology. One such key application of AI is biomarker discovery and analysis. Algorithms can analyze large datasets of medical images, such as OCT scans, to identify and quantify biomarkers for various eye diseases. These biomarkers can be used to assess disease progression, monitor treatment response, and predict clinical outcomes.

    AI is also being used to improve the efficiency and effectiveness of clinical trials. By automating the process of identifying eligible patients for clinical trials, AI can help researchers recruit participants more quickly and ensure that trials include appropriate patient populations, accelerating the development of new treatments.

    future of ophthalmology

    Algorithms can analyze real-world data (RWD) collected from electronic health records and other sources to generate real-world evidence (RWE). RWE provides valuable insights into disease progression, treatment patterns, and long-term outcomes in everyday clinical settings, complementing the findings of traditional randomized controlled trials.

    Oculomics

    Integrating digitized big data and computational power in multimodal imaging techniques has presented a unique opportunity to characterize macroscopic and microscopic ophthalmic features associated with health and disease, a field known as oculomics. To date, early detection of dementia and prognostic evaluation of cerebrovascular disease based on oculomics has been realized. Exploiting ophthalmic imaging in this way provides insights beyond traditional ocular observations.

    future of ophthalmology

    For example, the NeurEYE research program, led by the University of Edinburgh, is using AI to analyze millions of anonymized eye scans to identify biomarkers for Alzheimer’s disease and other neurodegenerative conditions. This research can potentially revolutionize early detection and intervention for these devastating diseases.

    Another effort spearheaded by researchers from Penn Medicine, Penn Engineering is exploring the use of AI to analyze retinal images for biomarkers indicative of cardiovascular risk. AI systems are being trained on fundus photography to detect crucial indicators, such as elevated HbA1c levels, a hallmark of high blood sugar, and a significant risk factor for both diabetes and cardiovascular diseases.

    future of ophthalmology

    Source

    AI analysis of retinal characteristics, such as retinal thinning, vascularity reduction, corneal nerve fiber damage, and eye movement, has shown promise in predicting Neurodegenerative diseases. Specifically, decreases in retinal vascular fractal dimension and vascular density have been identified as potential biomarkers for early cognitive impairment, while reductions in the retinal arteriole-to-venular ratio correlate with later stages.

    Moving from AI, we now turn to another significant trend identified in our survey:

    Optogenetics

    Optogenetics represents a significant leap forward in ophthalmic therapeutics, offering a potential solution for vision restoration in patients with advanced retinal degenerative diseases, where traditional gene therapy often falls short. While gene replacement therapies are constrained by the need for viable target cells and the complexity of multi-gene disorders like retinitis pigmentosa (RP), optogenetics offers a broader approach.

    future of ophthalmology

    This technique aims to circumvent the loss of photoreceptors by introducing light-sensitive proteins, known as opsins, into the surviving inner retinal cells and optic nerve, restoring visual function through light modulation. This method is particularly advantageous as it is agnostic to the specific genetic cause of retinal degeneration.

    By delivering opsin genes to retinal neurons, the technology enables the precise manipulation of cellular activity, essentially transforming these cells into new light-sensing units. This approach can bypass the damaged photoreceptor layer, transmitting visual signals directly to the brain.

    Several companies are pioneering advancements in this field. RhyGaze, for example, has secured substantial funding to accelerate the development of its lead clinical candidate, a novel gene therapy designed for optogenetic vision restoration. Their efforts encompass preclinical testing, including pharmacology and toxicology studies, an observational study to define clinical endpoints, and a first-in-human trial to assess safety and efficacy. The success of RhyGaze’s research could pave the way for widespread clinical applications, significantly impacting the treatment of blindness globally.

    future of ophthalmology

    Source

    Nanoscope Therapeutics is also making significant strides with its MCO-010 therapy. This investigational treatment, administered through a single intravitreal injection, delivers the Multi-Characteristic Opsin (MCO) gene, enabling remaining retinal cells to function as new light-sensing cells. Unlike earlier optogenetic therapies that required bulky external devices, MCO-010 eliminates the need for high-tech goggles, simplifying the treatment process and enhancing patient convenience. The ability to restore light sensitivity without external devices represents a major advancement, potentially broadening the applicability of optogenetics to a wider patient population.

    future of ophthalmology

    Source

    Another critical area of innovation highlighted in our survey is the advancement of treatments for AMD and GA.

    New AMD/GA Treatment

    Age-related macular degeneration (AMD) and geographic atrophy (GA) represent a significant challenge in ophthalmology, demanding innovative therapeutic strategies beyond the established anti-VEGF paradigm.

    future of ophthalmology

    Source

    Gene Correction

    Gene editing is emerging as a powerful tool in the fight against AMD and GA, potentially correcting the underlying genetic errors that contribute to these diseases. Essentially, it allows us to make precise changes to a patient’s DNA.

    Traditional gene editing techniques often rely on creating ‘double-strand breaks’ (DSBs) in the DNA at specific target sites, which are like precise cuts in the DNA strand. These cuts are made using specialized enzymes, like CRISPR-Cas9, which act as molecular scissors. While effective, these methods can sometimes introduce unwanted changes at the cut site, such as small insertions or deletions.

    After a DSB is made, the cell’s natural repair mechanisms kick in. There are two main pathways:

    • Non-Homologous End Joining (NHEJ): This is the cell’s quick-fix method. It essentially glues the broken ends back together. However, this process can sometimes introduce errors, leading to small insertions or deletions that can disrupt the gene’s function.
    • Homology-Directed Repair (HDR): This is a more precise repair method. It uses a ‘donor’ DNA template to guide the repair process, ensuring accuracy. However, HDR is more complex and less efficient, especially in non-dividing cells.

    To overcome these limitations of traditional gene editing, researchers have developed more precise techniques:

    • Base Editing: This technique allows scientists to change a single ‘letter’ in the DNA code without creating DSBs.
    • Prime Editing: This advanced technique builds upon CRISPR-Cas9, allowing for a wider range of precise DNA changes. It can correct most disease-causing mutations with enhanced safety and accuracy.
    • CASTs (CRISPR-associated transposases): This method enables larger DNA modifications without creating DSBs, offering a safer approach to genetic correction.

    Why does this matter for AMD and GA? These advancements in gene editing are crucial for addressing the genetic roots of these pathologies. We can potentially develop more effective and targeted therapies by precisely correcting the faulty genes that contribute to these diseases. The technologies are still being researched, but they hold great promise for the future of ophthalmology.

    Cell Reprogramming

    Cell reprogramming offers a novel approach to regenerative medicine, with the potential to replace damaged retinal cells. This technique involves changing a cell’s fate, either in vitro or in vivo. In vitro reprogramming involves extracting cells, reprogramming them in a laboratory, and then transplanting them back into the patient. In vivo reprogramming, which directly reprograms cells within the body, holds particular promise for retinal diseases. This approach has succeeded in preclinical studies, demonstrating the potential to restore vision in conditions like congenital blindness.

    future of ophthalmology

    Vectors and Delivery Methods

    The success of gene therapy relies on efficiently delivering therapeutic genes to target retinal cells. Vectors are essentially delivery vehicles, designed to carry therapeutic genes into cells. These vectors can be broadly classified into two categories: viral and non-viral. Vectors, both viral and non-viral, are crucial for this process.

    Viral vectors are modified viruses that have been engineered to remove their harmful components and replace them with therapeutic genes. They are highly efficient at delivering genes into cells, as they have evolved to do just that. Adeno-associated viruses (AAVs) are the most commonly used viral vectors in ocular gene therapy due to their safety profile and cell-specificity. The diversity of AAV serotypes allows for tailored gene delivery to specific retinal cell types.

    Non-viral vectors, on the other hand, are synthetic systems that don’t rely on viruses. They can be made from lipids, polymers, or even DNA itself. While they may be less efficient than viral vectors, they offer safety and ease of production advantages.

    Advances in vector design, whether viral or non-viral, are focused on enhancing gene expression, cell-specificity, and carrying capacity.

    Now, let’s examine the ongoing evolution of anti-VEGF treatments, a cornerstone of modern retinal care.

    New Anti-VEGF drugs

    The landscape of ophthalmology has undergone a dramatic transformation since the early 1970s when Judah Folkman first proposed the concept of tumor angiogenesis. His idea sparked research that ultimately led to the identification of vascular endothelial growth factor (VEGF) in 1989 and the development of anti-VEGF therapies, revolutionizing the treatment of neovascular eye diseases, dramatically improving outcomes for patients with wet AMD, diabetic retinopathy, and retinal vein occlusions.

    Population-based studies have shown a substantial reduction (up to 47%) in blindness due to wet AMD since the introduction of anti-VEGF therapies. However, significant gaps remain despite this progress, especially regarding treatment durability. Anti-VEGF drugs require frequent intravitreal injections, which can be difficult for patients due to time commitments, financial costs, and potential discomfort. Although newer agents have extended treatment intervals, patient adherence and undertreatment challenges persist in real-world settings. Innovative approaches are being investigated to address these unmet needs to increase drug durability and reduce the treatment burden.

    Tyrosine Kinase Inhibitors

    One approach to increasing treatment durability is using tyrosine kinase inhibitors (TKIs). TKIs are small-molecule drugs that act as pan-VEGF blockers by binding directly to VEGF receptor sites inside cells, offering a different action mechanism than traditional anti-VEGF drugs that target circulating VEGF proteins.

    Currently, TKIs are being investigated as maintenance therapy, primarily in conjunction with sustained-release delivery systems. Two promising TKIs for retinal diseases are axitinib and vorolanib. In a bioresorbable hydrogel implant, Axitinib is being studied for neovascular AMD and diabetic retinopathy. Vorolanib, in a sustained-release delivery system, is also being investigated for neovascular AMD. These TKIs offer the potential for less frequent dosing, reducing the treatment burden for patients.

    Port Delivery System

    The Port Delivery System (PDS) is a surgically implanted, refillable device that provides continuous ranibizumab delivery for up to 6 months. While it’s FDA-approved for neovascular AMD, it’s also being investigated for other retinal diseases, such as diabetic macular edema and diabetic retinopathy.

    future of ophthalmologySource

    Although the PDS faced a voluntary recall due to issues with septum dislodgment, it has returned to the market with modifications. The PDS offers the potential for significantly reduced treatment frequency for a subset of patients. However, challenges remain, including the need for meticulous surgical implantation and the risk of endophthalmitis.

    Nanotechnology

    Nanotechnology offers promising solutions to overcome limitations of current ocular drug delivery. The unique structure of the eye, with its various barriers, poses challenges for drug delivery. Topical administration often fails to achieve therapeutic concentrations, while frequent intravitreal injections carry risks. Nanotechnology can improve drug solubility, permeation, and bioavailability through nanoparticles, potentially extending drug residence time and reducing the need for frequent injections. Several nanoparticle systems, lipid and polymeric, are being studied for ocular drug delivery, offering hope for more effective and less invasive treatments.

    Summing up

    The advancements discussed in this article, encompassing AI, optogenetics, novel AMD/GA therapies, and refined anti-VEGF treatments, collectively signal a transformative era for ophthalmology. As highlighted by the survey results, AI probably encompasses most of the changes by redefining diagnostic and clinical workflows through its capacity for image analysis, biomarker identification, and personalized patient management.

    Optogenetics offers a distinct pathway to vision restoration, bypassing limitations of traditional gene therapy. The progress in AMD/GA treatments, particularly gene editing and cell reprogramming, presents opportunities for targeted interventions. Finally, the evolution of anti-VEGF therapies, with innovations in drug delivery and sustained-release mechanisms, addresses persistent challenges in managing neovascular diseases.

    These developments, driven by technological innovation and clinical research, promise to enhance patient outcomes and reshape the future of ophthalmic care.

     

     

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes only, not for clinical diagnosis purposes.

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  • OCT eye exam

    5 Tips When Introducing the OCT Eye Exam to Patients

    AI Ophthalmology and Optometry | Altris AI Mark Braddon
    24.07.2023
    8 min read

    As optometry technology evolves, many optometrists predict that utilizing OCT eye exam in practice will be vital in maximizing patient care. That is why successfully integrating an OCT device into your optometry practice workflow is instrumental to its clinical and commercial success.

    Optometrists from different countries often have the same questions about how to successfully integrate an OCT device into an Optometrist Practice, regardless of practice size or experience level. How to make patients feel comfortable? How to explain the importance of regular OCT scans? Will patients understand what is an OCT scan of the eye? How do we avoid patients thinking we want to perform OCT eye exams just to earn more money? The process of introducing OCT to patients is complex and covers many areas. 

    If we speak to optometry practices, both those who are new to OCT and those who have had the OCT device for many years, most of them will want to improve the ROI and ensure the patients are gaining the full value of the OCT eye test. This article will show you 5 tips for successfully introducing the OCT eye exam to your patients.

    Remember why you invested in the OCT technology

    One may think that only novice optometrists tend to underestimate their work or do not feel confident about the value they give to patients. However, some experienced clinicians also avoid offering OCT eye tests because they think they are ‘overselling’ with additional fees for OCT, Optos, or other diagnostic exams. 

    That is why it is important to remember why you invested in OCT technology in the first place. In almost all cases, this is to improve the clinical standard of eye care that you offer to your patients. In fact, when I ask some optometrists if they want a member of their families to have an OCT eye exam, the answer is always ‘Yes, of course!’. So if you strongly recommend undergoing an examination to your relatives, why would you not recommend an OCT eye test for your patients?

    OCT eye exam

    Before a patient comes into the practice, one of the most important things you need to do is not undervalue your time, skills, and experience when charging for the additional time the OCT exam takes to interpret and discuss. 

    Implementing an OCT eye exam into regular practice improves clinical care and can generate a commercial benefit as well by increasing revenue through fees, patient retention, and loyalty. Moreover, word of mouth is often the most significant source of new patients for optometrists. If the patient feels you are confident in everything you do, it will make them more likely to recommend you to friends and family

    Explain the importance of OCT eye exam for early detection 

    From the first touch point, the patient should understand that your optometric practice takes its business seriously and provides additional diagnostic examinations, such as the OCT, to improve the quality of care. The first impression of your approach is very important, so it is crucial to start introducing the technology to the potential patient from the first point of contact. 

    As a rule, the beginning of a patient’s introduction to the OCT eye exam starts with several touch points. Whether they make their appointment for the eye examination through your website, mobile application, in person, or by phone, the most important thing you can do is create an integrated and comfortable patient journey.

    OCT eye exam

    Before a patient comes into the practice, you should explain the importance of the OCT device and its benefits compared to the standard examination. Even when the patient is fully acquainted with the OCT eye exam, they may still need help understanding why this particular imaging method is necessary. The ability of OCT eye exam to detect diseases in the early stages makes this technology indispensable for optometrists and patients and this is why it is such an excellent tool for diagnosing eye diseases. 

    More importantly, avoid frightening patients with stories about difficult-to-treat rare pathologies. Instead of talking about the pathology consequences, say that the OCT eye exam scan provides a clear map that helps locate areas of the eye with abnormalities or early changes.

    Understand the importance of a healthy-eye-as-a-baseline concept

    In this section, I want to discuss the concept of a healthy eye in more detail. When a patient comes to you for an examination, it is essential to use the correct narrative that the optometrist should use when discussing the results of an OCT eye exam with patients. It is important to emphasize that we are not looking for pathology but a healthy eye.

    We know that we will detect pathology in certain patients. The number of patients likely to have at least one pathology increases if you work with an older population. However, finding a healthy baseline scan is an important part of monitoring the long-term eye health of the patient.

    OCT eye exam

    Talking about baseline, make sure to emphasize how great it is to find a healthy eye in a patient. Explain that together you found a nice, healthy eye so you have the baseline to compare with the patient’s future scans. Emphasize that, hopefully, you will find a healthy eye at the next eye examination, but if anything does start to change, then with the help of an OCT eye exam, you will be able to detect these early and minor changes as you have the healthy baseline scan to compare to.

    It is necessary to develop your patient’s understanding through appropriate teaching and discussion. Giving the value of the baseline OCT eye exam to your patients is very important. Notice the difference between “We found nothing” and “We found a healthy eye”. The first statement is negative and undermines the reason for the scanning of patients for a healthy eye baseline. Meanwhile, the second statement is positive and clearly gives your patient more value as you have found what you are looking for.

    Integrate the OCT eye exam into the patient workflow

    Another one of my recommendations is to call the eye examination that includes the OCT eye exam the Advanced or Comprehensive Eye Examination. It is important to make sure all the staff members use the same terminology and your message to a patient is consistent from first contact to the end of the practice visit. The eye examination without the OCT exam can be called the ‘Standard Examination’ as we are not trying to make the ‘normal’ eye examination appear below standard, what we are trying to do is explain that the practice is invested in the latest technology to offer the most advanced (or comprehensive) examination for your patients benefit.

    OCT eye exam

    For example, when a patient books an appointment, make sure that the support staff uses the same terminology as written throughout the website, reminder letter/email, or mobile app if you have one.  

    When you review the OCT images with the patient, explain that you are going to look at the OCT images of the retina, which is part of the ‘Advanced examination’. When a patient pays at the end of the customer journey, make sure that the ‘Advanced Examination’ is mentioned again. When a patient rings up or books online for the next OCT eye exam, then they will understand what the ‘Advanced examination’  means and are more likely to select this option straight away for future examinations.

    Concentrate on giving more value to your patients

    Review the results with the patient to give them the actual value of an OCT scan. This will allow you to establish communication with the patient and improve their perception. Give them the “theatre” around the additional diagnostic testing so they understand how it applies to them and feel valued.

    OCT eye exam

    Remember that your knowledge, enthusiasm, and the extent to which the patient is involved in the process directly affect the clinical and commercial success. Dedicate time to each patient, involve them in the diagnostic process, and explain the OCT scans of their eyes on the screen.

    How can Altris AI help with introducing OCT Eye Exam

    OCT eye test

    When talking about improving the clinical standard of care your practice offers to your patients, the Altris AI platform can also improve the standard of care you offer to your patients. The platform helps to quickly determine if the eye is healthy. If pathology is detected, then Altris AI identifies the very early, rare, or minor changes that can be the start of something more severe. Altris AI detects over 70 pathologies and pathological signs. If early pathology is identified, then the Altris AI platform can help educate the patient by clearly highlighting the areas of concern and then giving you the opportunity to discuss lifestyle changes, over-the-counter medications, or supplements, which may help the patient now rather than just monitoring until it is time to refer. 

    The Altris AI platform can improve the patient’s understanding of the OCT exam and add value to the Advanced Eye Examination.

    OCT eye test

    All you need to do is to upload an OCT macula exam to the platform and Altris AI will assess the exam by severity differentiating the b-scans between high, medium, and low severity levels.  The segmentation/classification module will highlight pathological signs on the OCT scan one by one and give the classification/s of any pathology found to support you with the diagnosis. Meanwhile, in the Comparison module of the platform, you are able to compare the baseline scan with the current one. 

    Summing Up

    Remember why you invested in the OCT technology in the first place — usually, this is to improve the clinical standard of care you can offer to your patients. The improvement in clinical care can also generate a commercial benefit as well by increasing revenue through OCT exam fees, patient satisfaction, patient retention and loyalty, and an increase in recommendations of friends and family. 

    Build a patient journey in such a way that, at each stage, they know that they have received a new, exciting, and, important part for the most comprehensive examination you offer. Remember that the more skill and enthusiasm you show, the more you can interest the patient and increase the probability that they will return for their next examination with OCT.

    In addition, consider using modern AI tools to help you with decision-making. Image management systems like Altris AI can help you interpret the OCT scans faster and with more confidence. This will leave more time to add value for your patient, and integrating AI into practice can be another example of how you are investing in the latest technology to benefit your patients.

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes, not for clinical diagnosis purposes.

  • AI for Ophthalmic clinic, photo

    Business Case: Lux Zir and OCT Analysis in Ophthalmic Clinic

    AI Ophthalmology and Optometry | Altris AI Altris Inc.
    11.07.2023
    2 min read

    Business Case: Lux Zir and OCT Analysis in Ophthalmic Clinic

    The Client: Lux Zir is one of the best-known ophthalmic clinics in Ukraine which provides retina diagnostics and eye treatment services. The clinic currently employs 3 full-time eye practitioners 2 general ophthalmologists and a pediatric retina expert.

    The clinic normally sees between 15-20 per day with up to 10 OCT examinations performed.

    The Problem:

    Luxzir uses Optical Coherence Tomography as one of its core diagnostic methods because of its high level of accuracy and non-invasiveness. However, the clinic needed to solve several typical problems related to OCT.

    • Some ECPs have less experience with OCT interpretation than others and this creates an inconsistent standard of care throughout the clinic.
    • Some ophthalmologists come across complex OCT scans that they are unable to interpret without the help of their more experienced colleagues.
    • It is difficult to maintain a high standard of care for diagnostics when the CMO is absent during the period of vacation or sick leave.
    • Take out wrong and start with an inaccurate diagnosis on the basis of OCT of the patients who are referred to the clinic from other eye care centers. 

    The Solution:

    Lux Zir Ophthalmic Clinic decided to implement the Altris AI platform as they understood how it can help resolve their problems. The results have been very positive with improvements with all issues above problems, and received very positive results.

    According to Marta Shchur, Chief Medical Officer at Lux Zir clinic, the implementation of the Altris AI system improved the level of OCT diagnostics inside the clinic or if to be precise:

    • OCT interpretation is now considerably faster allowing the ECPs to see 10% more patients per day.
    • OCT diagnostics has become much more efficient: supported by Altris AI, ophthalmologists now have confidence when diagnosing pathologies and pathological signs, even rare ones.
    • The quality of diagnostics is consistent regardless of the experience of the specialists.

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes, not for clinical diagnosis purposes.

  • Business Case: Altris AI

    Business Case: Altris for Jeff Sciberras Optometry

    AI Ophthalmology and Optometry | Altris AI Altris Inc.
    10.07.2023
    1 min read

    Business Case: Altris for Jeff Sciberras Optometry

    The Client: Canadian Optometry Clinic

    Jeff Sciberras Optometry Clinic is an established eye care facility in Mississauga, Canada. They have been recognized as the Top Choice Optometry Clinic for the past five years running in this large Canadian city.

    Dr. Jeff Sciberras is proud of his high patient satisfaction rate: 92% of those surveyed would refer a friend, colleague, or family member to this establishment.

    Dr. Sciberras aims to provide comprehensive eye care, with a desire to utilize leading technologies and the delivery of premium eye care products.

    Recent technology investments include OCT, which allows earlier diagnosis and greater in-house management capabilities.

    The Challenge: The optometry clinic has just purchased a brand new Optopol Revo OCT equipment and the support was needed in OCT scan interpretation. OCT is one of the most accurate methods of retina diagnostics  however, the interpretation of OCT scans can be challenging and time-consuming,  for both doctor and patient.

    The Result:

    Dr. Sciberras has been extremely satisfied with the support that the Altris AI platform provides:

    • Increased confidence when working with the new OCT device · more profound analysis of OCT scans
    • More adequate referral of complex cases.
    • Scan summaries for the patient.
    • Earning patient confidence and trust: The image of the innovative optometry center is enhanced to their patients and families.
    • The AI Segmentation/Classification Module is invaluable for the optometry center as this module helps in the identification of 70+ pathologies and pathological signs.

    The introduction of OCT with Altris AI has transformed my practice literally overnight. The integration was seamless and Altris customer support has been outstanding.

    Overall, Dr. Sciberras has been impressed with the experience and support Altris AI provides and is happy to have chosen to partner with them for his leading eye care center.

    • Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes, not for clinical diagnosis purposes
  • DICOM file format

    DICOM Format: Benefits of Managing DICOM images

    AI Ophthalmology and Optometry | Altris AI Mark Braddon
    31.05.2023
    6 min read

    DICOM Format: Benefits of Managing DICOM images

    DICOM file format (Digital Imaging and Communications in Medicine) was developed by the American College of Radiology (ACR) and the National Electrical Manufacturers Association (NEMA) as a standard for exchanging medical images and related information across different healthcare systems. It serves as a universal language for medical imaging, enabling interoperability between various imaging devices and systems. DICOM ensures that medical images can be exchanged and viewed consistently regardless of the manufacturer or modality.

    DICOM image format supports a broad range of medical imaging modalities, including X-ray, MRI, OCT, ultrasound, nuclear medicine, and more. It also covers related data, such as patient information, study details, image annotations, and results

    As the DICOM format continues to evolve to keep up with advancements in medical imaging technology, our article aims to raise awareness among ophthalmologists and optometrists about the DICOM file format.

    What is DICOM format? You can also watch a short video about DICOM and non-DICOM file formats.

    What is DICOM file format?

    Image files that adhere to part 10 of the DICOM standard are commonly known as “DICOM format files” or simply “DICOM files,” and their file extension is “.dcm.” In ophthalmology, DICOM is a widely used file format for storing and transmitting medical images. DICOM files are used to store various types of ophthalmic images as well, including retinal images, optical coherence tomography (OCT) scans, visual field tests, and angiography images.

    DICOM files consist of two main components: the header and the image data. The header contains metadata that describes the patient, study, series, and image acquisition parameters.

    DICOM image format

    This metadata includes information such as patient demographics, image acquisition parameters (e.g., imaging modality, image orientation, pixel spacing), and any annotations or measurements made on the image. The image data itself is typically stored in a compressed format, such as JPEG or JPEG 2000, within the DICOM file.

    DICOM files also support the exchange of images and associated data between different medical imaging devices and systems. This enables eye care specialists to easily share and access ophthalmic images across different platforms, such as picture archiving and communication systems (PACS), ophthalmic imaging devices, and electronic health record (EHR) systems.

    By using DICOM, ophthalmologists and optometrists can efficiently store, retrieve, and analyze ophthalmic images, ensuring accurate diagnoses and effective patient care. In the next paragraphs, we will tell you more about the benefits of the DICOM file format for eye care specialists.

     

    Benefits of DICOM format

    The DICOM standard ensures interoperability between different vendors’ OCT devices and facilitates seamless data sharing and analysis. The main difference between DICOM and other image formats is that it groups information into data sets. A DICOM file consists of several tags, all packed into a single file. It stores such info as:

    • demographic details about the patient
    • imaging study’s acquisition parameters
    • image dimensions
    • matrix size
    • color space
    • an array of additional non-intensity information necessary for accurate image display by computers.

    If you have to enter the patient’s information manually, there’s always a chance you can misspell the name or other information. However, when using a DICOM file to store patients’ information and monitor patients’ health, eye care specialists can be sure the chance of human bias is much lower.

    When you work in an optometry practice or a clinic, you may spend a lot of time filling in the details every time you upload a file. And if your clinic is busy and you do 30-50 uploads daily, it could take hours. Using DICOM image format significantly speeds up the process and reduces errors.   

    DICOM file format

    Another benefit of the DICOM image format is that the header data information is encoded within the file so that it cannot be accidentally separated from the image data. 

    DICOM files can be stored in a DICOM server or transmitted between DICOM-compliant systems using the DICOM network protocol (DICOM C-STORE or DICOMweb). DICOM SR (structure reporting) allows for the structured representation of measurement data and annotations in OCT images. It enables the storage of quantitative measurements, such as retinal thickness or optic nerve parameters, as structured data within the DICOM file.

    In addition, eye care specialists are able to manipulate the brightness of the image when using the DICOM viewing software. Some areas of an image can be increased or decreased for a better viewing and diagnostic experience.

    Is DICOM file format popular among OCT providers?

    When it comes to optical coherence tomography, many OCT device manufacturers and software providers support the DICOM standard for storing and exchanging OCT images. Some of the prominent OCT providers that offer DICOM support include:

    • Heidelberg Engineering is a well-known provider of OCT devices and software solutions for ophthalmology. They offer OCT devices like the Spectralis OCT, which supports DICOM connectivity. The DICOM capabilities of their systems enable seamless integration with PACS and other healthcare systems.
    • Carl Zeiss Meditec is a leading manufacturer of ophthalmic devices, including OCT systems. Their OCT devices, such as the Cirrus OCT, are DICOM-compatible, allowing for efficient storage and sharing of OCT images with other DICOM-compliant systems.
    • Topcon Medical Systems is another prominent provider of OCT devices. Their OCT systems, such as the Topcon 3D OCT, support DICOM connectivity, enabling interoperability with other DICOM-enabled devices and systems.
    • NIDEK offers a range of ophthalmic imaging devices, including OCT systems. Their OCT platforms, such as the NIDEK RS-3000, support DICOM, allowing for seamless integration with DICOM-compliant infrastructure, such as PACS and EHR systems.

    These are just a few examples of OCT providers that support the DICOM standard. It’s important to note that DICOM support may vary among different models and versions of OCT devices from each manufacturer. We recommend you consult with the specific manufacturer or review their product documentation to confirm the DICOM capabilities of their OCT systems.

    Why do we recommend using DICOM file format with Altris AI?

    Modern DICOM viewer software extends beyond simple viewing. It can enhance image quality, generate additional data, take measurements, and more, and Altris AI is no exception. Using the DICOM image file gives you more opportunities within the platform.

    Such features as

    • retina layers thickness and linear measurements

    DICOM file format

    • area and volume calculations

    DICOM file format

    are only available when using the DICOM file format. This is because it contains the original image pixel data without modifying the study metadata. In case you upload an image, retina layers thickness won’t be available, as well as the measurements.

    Another advantage of the DICOM format is that you can add patient and examination details in a few clicks by just uploading a DICOM file since this information is being pulled out automatically. 

    DICOM file format

    In the case of other image formats, when uploading an examination, you would have to manually fill in a bunch of information such as scan widths, eye type, etc.

    Considering all mentioned above, using DICOM format files saves time, increases efficiency, and gives you more opportunities within the Altris AI platform.

    Summing up

    What is DICOM format? In conclusion, the DICOM file format proves to be a valuable asset for eye care specialists. Its unique characteristics, such as grouping information into data sets and incorporating standardized tags within a single file, offer many advantages. 

    This format ensures the preservation of accurate and comprehensive data, reducing the potential for human error and minimizing the risk of data loss or misinterpretation. The DICOM file format streamlines the archival, organization, and display of images, optimizing the workflow of eye care specialists. 

    By adhering to the DICOM standard, OCT devices and software solutions ensure compatibility, interoperability, and consistent data representation across different platforms. This enables efficient communication and collaboration among healthcare professionals, enhances research capabilities, and promotes the broader use and exchange of OCT imaging data.

    With its widespread adoption and compatibility with various medical imaging systems, DICOM empowers ophthalmologists and optometrists to provide efficient and high-quality care while promoting seamless collaboration and knowledge sharing within the field. Ultimately, the DICOM file format plays a vital role in enhancing patient care, advancing research, and fostering innovation in the field of eye care.

  • innovations in eye care

    How 7 Leading Optometry Centers Provide Innovations in Eye Care

    AI Ophthalmology and Optometry | Altris AI Maria Martynova
    08.05.2023
    9 min read

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes, not for clinical diagnosis purposes.

    Top modern optometry centers are not afraid of embracing effective eye care innovation. Some offer home eye tests, others create mobile apps to try on frames remotely. There are optometry centers that use artificial intelligence to empower optometrists in OCT/ fundus interpretation. We’ve collected 7 optometry centers that are using technology now to win the competition. 

    From advanced diagnostic and treatment technologies to personalized care and patient education, these centers are transforming the way clients approach and bring innovations in eye care. 

    Optometry meets technology: AI, AR, mobile apps, and home eye tests

    Augmented Reality (AR), mobile apps, and home eye tests are emerging trends that are changing the way people receive eye care.

    • AR technology uses the camera lens on a mobile device or your PC as the method to deliver information and graphics. A user accesses an AR application, and the camera viewpoint incorporates the data directly into the perspective in real time. With AR apps for eyewear and exams, anyone can have a large selection of glasses and other services from their homes, offices, or on the go.
    • Mobile apps offer a wide range of eye care services, from information on eye health and tips for maintaining healthy vision to virtual vision screenings. Moreover, mobile apps are also used to educate both young and experienced optometrists. We strongly believe that educational mobile apps inevitably become an additional efficient tool for OCT education because they are accessible and interactive. 
    • Another one of the innovations in eye care is Home eye tests are also often enabled by digital vision testing tools. They are becoming more and more common and offer a convenient and cost-effective way to monitor vision changes.
    • As for AI use in optometry practice, it allows its users to see a broader perspective of a patient’s eye health. Incorporating AI streamlines billing procedures, expands the input of electronic health records (EHRs), optimizes claims management, and improves cash flow. AI technology can also be used in cooperation with AR assisting in the glasses selection.

    Although these innovations in optometry and ophthalmology provide more comprehensive access to eye care and improve patient engagement, many optometry practices are still hesitating to add such innovations to their routine. That is why we prepared the info about 7 famous optometry practices that are already using innovations in eye care.

    Warby Parker

    innovations in eye care

    Warby Parker started its way in 2010 when the founders of the company were students. One of them lost his glasses during a tourist trip. The cost of replacing them was so high that he spent his first semester of graduate school without them. That is why the company’s mission is to provide affordable, high-quality eyewear to consumers, while also addressing the issue of access to vision care. 

    One of Warby Parker’s unique innovations in eye care is its Home Virtual Try-On program, which allows customers to try on up to five frames at home for free before making a purchase. This program makes it easier for customers to find the perfect pair of glasses and eliminates the need for them to go to a physical store to try on frames.

    innovations in eye care

    Warby Parker also offers an online eye exam called the Virtual Vision Test. It is designed to provide customers with a convenient and affordable way to obtain a prescription for glasses or contacts from the comfort of their own homes.

    The Virtual Vision Test is a telemedicine service that uses technology to allow customers to take an eye exam using their computer or smartphone. The test is not meant to replace a comprehensive eye exam performed by an eye doctor, but rather to provide a convenient option for those who need a prescription renewal or have mild refractive errors. 

    After completing the test, the results are reviewed by a licensed ophthalmologist or optometrist, who will issue a prescription if appropriate. The customer can then use the prescription to purchase glasses or contacts from Warby Parker or any other provider.

    Lenskart

    innovations in eye care

    Lenskart is a fast-growing company of innovations in eye care in India focused on making eyewear more affordable for everyone. To achieve this goal, the company has developed a number of innovative technologies and business models, including a mobile app that allows customers to try on frames virtually and a home vision testing service that allows to check their prescriptions from the comfort of their own home.

    One special feature of the Lenskart app is the “3D Try-On” feature, which uses 3D imaging technology to create a model of the customer’s face and allows them to try on different frames virtually. This feature helps get a better sense of how a particular frame will look on a customer’s face before making a purchase.

    innovations in eye care

    Another one of Lenskart’s innovations in eye care is the Home eye test, designed to provide people with a convenient and affordable way to obtain a prescription for glasses or contact lenses. To take the Lenskart Home Eye Test, customers must first book an appointment on the company’s website or mobile app. 

    The eye test includes a visual acuity test, a color vision test, and a refractive error test. The optometrist will also check the customer’s eye health and recommend any necessary follow-up exams or treatments. After the test, the optometrist will provide a prescription, which the customer can use to purchase glasses or contacts from Lenskart or any other provider.

    SmartBuyGlasses

    innovations in eye care

    SmartBuyGlasses is an online eyewear retailer that was founded in 2006. The company is headquartered in Hong Kong, but it operates in more than 20 countries worldwide. Company’s Virtual Try-On feature is available on the website and allows customers to upload a photo of themselves and try on glasses virtually using augmented reality.

    After the website generates a 3D model of the customer’s face, they can adjust the position and size of the glasses to get a better sense of how they will look on their faces. The virtual try-on innovations in eye care also allow to share images of themselves wearing the glasses with their friends and family to get feedback on which pair looks best on them.

    innovations in eye care

    Another eye care innovation of SmartBuyGlasses is a Lens scanner app that uses advanced technology to scan the user’s current eyeglasses lenses and analyze the prescription, allowing to order a new pair of glasses online without visiting an eye doctor.

    The app works by instructing the user to place their current eyeglasses on a flat surface and position their smartphone camera above the lenses. The app then captures a series of images and uses advanced algorithms to analyze the curvature, thickness, and other factors of the lenses to determine the prescription. 

    GlassesUSA

    innovations in eye care

    GlassesUSA is an innovative and socially responsible eyewear retailer that is committed to providing quality products and services to its customers. With its focus on technology, sustainability, and social impact, GlassesUSA has become a popular choice for customers in the United States and around the world.

    One of the innovations in eye care of GlassesUSA that is worth paying attention to is a Prescription Scanner app. The app works by guiding the user through a series of steps to scan their face and eyes using their smartphone camera. It uses advanced algorithms to analyze the user’s facial features and measure the distance between their pupils, which is a crucial factor in determining the correct prescription for eyeglasses.

    innovations in eye care

    Once the scanning process is complete, the GlassesUSA app provides the user with their personalized prescription and recommendations. The app also offers a Virtual Try-On feature that allows users to see how different frames will look on their faces before making a purchase.

    Another feature is a Find-your-Frame Quiz on the website. The quiz consists of a series of questions that ask users about their face shape, personal style, and preferences for eyeglass frames, such as color, material, and shape. Based on the user’s responses, the specially designed program generates a personalized selection of eyeglasses frames that are recommended for their face shape and style preferences.

    Zenni Optical

    innovations in eye care

    Zenni Optical offers a wide range of eyewear products, including prescription glasses, sunglasses, and sports eyewear. The company offers glasses at significantly lower prices than traditional brick-and-mortar stores, which has made it a popular choice for customers.

    Company’s Virtual Try-On feature uses advanced AR technology to create a 3D model of the user’s face, allowing them to see how different frames will fit and look on them.

    innovations in eye care

    To use the Virtual Try-On innovations in eye care, users simply need to upload a photo of themselves or use their computer or smartphone camera to take a live video. This feature then maps the user’s facial features and displays a selection of eyeglasses frames that can be tried on virtually. Users can then select different frames to see how they look from different angles, and can even compare different frames side-by-side.

    The Zenni Optical Virtual Try-On is a convenient and easy-to-use tool for anyone in the market for a new pair of glasses. It allows users to see how different frames will look on their faces without the need to visit a physical store or try on multiple pairs of glasses. 

    VSP Global

    innovations in eye care

    VSP Global is a leading eyewear company that was founded in 1955 by a group of optometrists who wanted to provide affordable eye care. Today, VSP Global is a major player in the optometric industry and offers its customers a wide range of services and products.

    The company works with a network of over 40,000 eye doctors and optometrists to provide affordable and accessible eye care to its customers. VSP Global also offers other eye care services, such as telehealth consultations, on-site eye exams for businesses and schools, and a mobile eye clinic that serves underserved communities.

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    And as every company from this article, VSP Global has a strong focus on technology and innovations in eye care. The company has developed a number of proprietary technologies, including an AI-powered platform called Eyeconic that helps customers find the right eyewear.

    Eyeconic uses machine learning algorithms to analyze a customer’s facial features and suggest frames that would fit their face shape and size. VSP Global has also developed a mobile app called myVSP that allows customers to manage their vision benefits, find an eye doctor, and order contact lenses online.

    iSight+

    effective eye care innovation

    Another AI-oriented optometry center is iSight+, located in Hong Kong. iSight+ is an excellent example of how an optometric eye care center didn’t hesitate and chose to provide innovations in eye care and a more in-depth examination of the macula.

    Andy Meau. Optometrist, the owner of ISight+ Optometric Eye Care center: 


    “Altris AI will be a great tool in helping to monitor patients with existing macular diseases. I am also honored to be the first EPC in Hong Kong to provide this service.”

    In addition, the eye care center is also equipped with advanced optometric technologies, digital photography systems, and optical coherence tomography (OCT), which helps to provide the highest quality eye examination.

    Summing Up

    Optometry centers can significantly benefit from incorporating innovations in eye care, such as augmented reality, artificial intelligence, and mobile apps, into their practice. These technologies enhance the patient experience, improve diagnostic accuracy, and streamline clinical workflows.

    Moreover, the use of innovative technology can help optometry centers stay competitive in a rapidly evolving healthcare landscape. Patients are increasingly tech-savvy and expect healthcare providers to offer convenient, digital solutions that meet their needs. By embracing innovative technologies, optometry centers can attract new patients and retain existing ones, while also increasing operational efficiency and reducing costs.

    Of course, there may be concerns about the cost and complexity of integrating new technologies into an optometry practice. However, the benefits of doing so can far outweigh these potential challenges. With careful planning and implementation, optometry centers can successfully leverage AR, AI, and other innovations in eye care to enhance patient care, improve clinical outcomes, and thrive in a rapidly changing healthcare environment.

     

  • New technology in optometry: we asked optometrists, cover with the photo of an expert

    Future of Optometry: How will Optometry Practice Look in 2040?

    AI Ophthalmology and Optometry | Altris AI Maria Znamenska
    29.03.2023
    9 min read

    Future of Optometry: How will Optometry Practice Look in 2040?

    In the next two decades, we can expect to see a paradigm shift in the way optometry is practiced. Advances in new technology, such as AI (artificial intelligence), machine learning, and virtual and augmented reality, are expected to revolutionize how optometrists diagnose, manage, and treat eye-related problems. Optometry’s future is promising for those who are ready to embrace innovations.

    For example, smart contact lenses that can monitor blood sugar levels for diabetic patients or detect early signs of glaucoma are already in development, and they could become mainstream within the next 20 years.

    the future of optometry

    In addition to the innovations, changes in demographics will also play a significant role in shaping the future of optometry. The aging population will require more specialized eye care, particularly for conditions such as macular degeneration and cataracts, which are more prevalent in older adults. The rise of chronic diseases such as diabetes will also increase the demand for optometric services, especially in developing countries where access to healthcare is limited.

    The future of optometry is exciting and holds great promise for patients and practitioners alike. In this article, we will explore some of the potential changes that ODs may face in the coming years based on the survey that we have conducted.

    In the next 20 years, the technology in eye care will be represented by AI and is expected to revolutionize the field in several areas. Here are some ways AI is helping in optometry:

    • Diagnosis and treatment. AI algorithms can analyze large amounts of patient data and provide accurate and fast diagnoses of eye diseases such as glaucoma, diabetic retinopathy, and age-related macular degeneration. AI could also help in designing personalized treatment plans for individual patients.
    • Screening and monitoring. AI can help specialists screen patients for eye diseases more accurately and quickly. For example, a patient could take a picture of their eyes with their smartphone, and an AI algorithm could analyze the image for signs of eye disease. AI could also help monitor the progression of eye diseases over time.

    Future of optometry

    • Enhance patient care. AI-powered tools could help ODs provide more personalized and comprehensive care to their patients. For example, the AI algorithm helps to select the most suitable eyeglasses or contact lenses for a patient based on their unique vision needs and lifestyle factors.
    • Research and development. AI could help optometrists develop new treatments for eye diseases. By analyzing large amounts of patient data, AI algorithms could identify new patterns and potential treatments for eye diseases. Enhanced by AI precision, this enables more accurate identification and quantification of biomarkers, leading to better patient stratification, treatment monitoring, and prediction of therapeutic responses.

    In addition, the implementation of AI can present various prospects for improving clinic operations, simplifying billing procedures, accelerating the input of EHRs (electronic health records), optimizing claims management, and boosting cash flow. As high-deductible health plans (HDHPs) gain popularity among employers and patients, revenue cycle management can be seamlessly integrated with AI, considering the increasing number of patients defaulting on their medical bill payments.

    future of optometry

    Although artificial intelligence is about to bring significant changes to the industry, it is important to remember that its effectiveness is limited to tasks that it has been specifically trained to perform. In contrast, AI may not perform well in areas outside its training. 

    Therefore, it is crucial to focus on enhancing ODs’ proficiency in utilizing AI instead of worrying about the possibility of job replacement. The integration of AI provides specialists with an opportunity to enhance patient outcomes on a global scale.

    To utilize cutting-edge technologies proficiently, OD specialists must possess critical thinking skills and the ability to manage complex cases in real-time. Additionally, communication skills are essential, including cultural sensitivity, multilingualism, and familiarity with alternative communication platforms such as smartphone-based applications. These skills will be particularly important for optometry specialists in 2040.

    technology in optometry

    Overall, AI has the potential to greatly improve the accuracy and speed of diagnosing and treating eye diseases, leading to better patient outcomes and a more efficient healthcare system.The evolution of OD and MD roles

    In 2019, Richard C. Edlow, OD, claimed that nearly 20 million more routine and medical eye exams will be required in 2025 compared to 2015. That is the future of optometry that may look frightening because of the burden. The volume of surgery required for the aging US population will also increase. What is more, the number of cataract surgical procedures will also significantly increase—from 3.6 million in 2015 to 5 million in 2025. Add here the fact that the number of ophthalmologists will increase by only 2.1% in this same period. 

    Given these facts, in the not-too-distant future, ophthalmologists will need to focus on surgical procedures, while optometrists will provide more medical care.

    the future of optometry

    The field of ophthalmology must be fully prepared to meet the huge and growing demand for surgical procedures and therapeutic intravitreal injections. This brings us to the fact that the field of optometry, in turn, must be ready to manage the ever-increasing demand for medical ophthalmic services.

    The roles of OD and MD are changing. With the advent of electronic healthcare, ophthalmologists are already spending more time on the computer than providing proper patient care. The ability to use innovative technology as well as in ophthalmology, digital thought processes, and critical thinking will create new opportunities in eye care as optometrists move further towards ‘data analysis’ and away from ‘data collection.’ OD specialists must ensure that they are properly trained in new technology in optometry and its advances to enhance, not inhibit, the quality of patient care.

    technology in optometry

    It is also worth mentioning that despite the speed of new technology in optometry, the human relationship between patient and doctor remains the most powerful tool. To properly care for patients, ODs will need more than clinical skills, knowledge, or the latest technological advances. Patients need thoughtful, professional, kind, trusting, understanding, and caring optometrists.

    As technology for the eye care advances, its education will also change. There may be more need for data analysis, less need for data collection, and an increased need for interpersonal skills (such as empathy, compassion, and bedside manner).

    Future of Optometry: AI for OCT technology in optometry

    OCT has become an important diagnostic tool for the detection and treatment of various eye diseases, such as glaucoma, macular degeneration, and diabetic retinopathy. Its ability to obtain high-resolution cross-sectional images of the retina and optic nerve will broaden the horizons of technology and help optometrists detect and track changes in ocular structures that may not be visible during normal eye examination. 

    technology in optometry

    Here are some ways in which practitioners will benefit from implementing technology in the eye care:

    • Improved diagnosis. OCT provides highly detailed images of the eye’s structures, allowing ODs to detect and diagnose eye conditions much earlier than with traditional methods. In fact, OCT is also called an optical retinal biopsy. This method makes it possible to examine 18 zones of the retina and detect minor or rare pathologies. This enables optometrists to provide timely treatment and prevent further damage to the eye. 
    • Better management of eye diseases is the future of optometry. OCT allows optometrists to monitor the progression of eye diseases such as glaucoma, ARMD, and diabetic retinopathy by taking detailed retinal images. It helps to determine the severity and stage of the disease, compare images after examination with documented results, and track disease progression. Moreover, with OCT examinations, ODs can also monitor the same patient to choose the most accurate diagnosis.
    • Enhanced patient care. OCT is a noninvasive and painless procedure that is easy for patients to undergo. It uses safe laser light, avoiding all the side effects or risks. As the procedure is comfortable and effortless for both the ODs and patients, it helps to build stronger relationships by providing a less intimidating experience than other examinations.
    • Increased revenue. Optometrists who offer OCT in their practices can generate an additional revenue stream by charging for the procedure and using it to attract new patients.

    AI technology in optometry is improving diagnostic accuracy and enhancing practices’ overall efficiency. By automating tasks such as image analysis and data entry, AI frees up optometrists’ time, allowing them to focus more on patient interaction and complex decision-making. This streamlined workflow not only benefits practitioners but also improves the patient experience, making integration of AI into optometric practice not just a possibility but a new standard.

    The future of Optometry: Focusing on myopia management

    According to a survey conducted by the American Optometrists Association, nearly 70% of optometrists reported an increase in patient requests for myopia treatment in the last two years. Myopia is a rapidly growing problem worldwide. Only in the USA, it is predicted that by 2050 the number of patients will increase to 49.8%. As unfortunate as it may be, such a global epidemic of myopia will undoubtedly create an opportunity to expand the practice of specialized treatment.

    technology in optometry

    In the future, optometrists may manage myopia using a combination of approaches, and one of the most discussed is orthokeratology (ortho-K). This non-surgical approach that involves wearing specially designed contact lenses has been used to reduce the degree of myopia since the 1960s. Although this method is not new in optometry practice, many companies are still working hard to create new approaches and upgrade them. For example, two years ago, Johnson & Johnson Vision announced FDA approval of its Acuvue Abiliti Overnight Therapeutic Lenses for the management of myopia. That same year, CooperVision announced that its Procornea DreamLite night lenses for ortho-k had received the CE Mark from European regulators for slowing the progression of myopia in children and young adults. 

    Overall, the future of myopia management with new technology in optometry will likely involve a personalized, multi-faceted approach that combines various strategies to reduce the progression of myopia and improve vision.

    Game-changing contact lenses

    Research published in Advanced Materials Technologies claimed that contact lens sensors can be used to monitor many common diseases in the near future. The fact is that biomarkers in the lacrimal fluid make it possible to create diagnostic contact lenses. Such lenses would analyze these biomarkers and detect and treat systemic and ocular diseases such as diabetes, cancer, and dry eye syndrome.

    It is predicted that in the near future, lenses will be able to monitor intraocular pressure, detect glaucoma, and even create images of retinal vessels for early detection of hypertension, stroke, and diabetes. For patients with diabetes, these lenses would be incredibly useful because they measure blood glucose levels. Some companies, like Google, have already dedicated years to creating such lenses. Nowadays, scientists are even working on lenses that change color to alert about changes in glucose levels.

    New Technology in Optometry

    However, according to Advanced Intelligent Systems, one limitation of these lenses to date is that they can typically only detect one biomarker in the eye, such as glucose or lactic acid. Lenses capable of detecting multiple chemical components are predicted to be developed in the future.

    Summing up

    Predicting the exact way new technology will affect optometry practice in 20 years is challenging, as technological advancements and societal changes can rapidly alter the way healthcare is delivered. However, the widespread adoption of AI in optometry is likely to occur well before 2040, making it crucial for practices to consider integrating this transformative technology now to remain competitive and provide cutting-edge care. Nevertheless, even though AI and technology will gain popularity among eye care specialists, AI and machine learning will still be only assistants. At the same time, ODs will be responsible for diagnosis, treatment, and care. 

    This brings to the forefront the important principles of patient education, empathy, and personal contact with patients (virtue ethics). Innovations in optometry technology should allow ODs to have more personal contact and more time to improve outcomes for patients-not to improve productivity.

    In addition, optometric education will need to address these interpersonal skills so future generations of ODs are able to adequately educate patients on findings and ensure the quality of care.

    There will always be a business of health care, but the challenge for the optometric profession is for ODs to prioritize the well-being of all patients.

    Disclaimer: USA FDA 510(k) Class II; Altris Image Management System (Altris IMS); AI/ML models and components intended to use for research purposes, not for clinical diagnosis purposes.