Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?

Retinal DiseasesFurther Publications

Characterization of retinal pigment epithelium layer in healthy and diseased retinas with high-resolution adaptive optics transscleral flood illumination imaging

Acta Ophthalmol

Eppenberger LS, Mohanna S, Ferdowsi S, Simon-Zoula S, Pfäffli O, Amstutz C, Bachmann LM, Thiel MA, Schmid MK

doi: 10.1111/aos.70016

Macular Diseases

Deep-Learning-Based Analysis of Disease-Specific Structural Biomarkers on Retinal Sensitivity in Neovascular Age-Related Macular Degeneration

Invest Ophthalmol Vis Sci

Reiter GS, Birner K, Schrittwieser J, Hinterhuber L, Steiner I, Gumpinger M, Schürer-Waldheim S, Bogunovic H, Schmidt-Erfurth U

doi: 10.1167/iovs.66.12.68

Cornea and Corneal Diseases

International corneal and ocular surface disease dataset for electronic health records

Br J Ophthalmol

Ting DSJ, Kaye S, Rauz S, International Corneal and Ocular Surface Disease (C&OSD) Dataset Development Working Group

doi: 10.1136/bjo-2024-327110

Macular DiseasesRetinal Diseases

Ocular Adverse Events Associated with Pegcetacoplan and Avacincaptad Pegol for Geographic Atrophy: A Population-Based Pharmacovigilance Study: Ocular Adverse Events of Pegcetacoplan & Avacincaptad Pegol

Am J Ophthalmol

Kailani Z, Mihalache A, Popovic MM, Kertes PJ, Muni RH

doi: 10.1016/j.ajo.2025.04.022

Retinal Diseases

Performance of artificial intelligence-based models for epiretinal membrane diagnosis: A systematic review and meta-analysis

Am J Ophthalmol

Mikhail D, Gao A, Farah A, Mihalache A, Milad D, Antaki F, Popovic MM, Shor R, Duval R, Kertes PJ, Kohly RP, Muni RH

doi: 10.1016/j.ajo.2025.05.041

Further Publications

Comparative Analysis of Ocular Adverse Events Associated with Aflibercept 8 mg and Faricimab: A Global Population-Based Study Across 65 Countries

Ophthalmol Retina

Lakhani M, Popovic MM, Al-Ani A, Kundapur D, Gholamian T, Chaudry E, Nanji K, Patil N, Feo A, Sadda S, Sarraf D, Ip MS, Kertes PJ, Muni RH, Adatia F, Damji KF, Chaudhary V, Hurley BR

doi: 10.1016/j.oret.2025.10.019

Retinal Diseases

Diagnostic Accuracy of EyeArt for Fundus-Based Detection of Diabetic Retinopathy: A Systematic Review and Meta-analysis

Am J Ophthalmol

Wang TW, Luo WT, Tu YK, Chou YB, Wu YT

doi: 10.1016/j.ajo.2025.09.045

Retinal Diseases

Evaluating the efficacy of AI systems in diabetic retinopathy detection: A comparative analysis of Mona DR and IDx-DR

Acta Ophthalmol

Grzybowski A, Peeters F, Barão RC, Brona P, Rommes S, Krzywicki T, Stalmans I, Jacob J

doi: 10.1111/aos.17428

CataractsDry Eye Disease

Risk factors and nomogram-based prediction of dry eye disease following intraocular lens implantation in cataract patients

BMC Ophthalmol

Xu HY, Lang SK, Jiang H

doi: 10.1186/s12886-025-04369-1

Related content

Characterization of retinal pigment epithelium layer in healthy and diseased retinas with high-resolution adaptive optics transscleral flood illumination imaging

Deep-Learning-Based Analysis of Disease-Specific Structural Biomarkers on Retinal Sensitivity in Neovascular Age-Related Macular Degeneration

International corneal and ocular surface disease dataset for electronic health records

Ocular Adverse Events Associated with Pegcetacoplan and Avacincaptad Pegol for Geographic Atrophy: A Population-Based Pharmacovigilance Study: Ocular Adverse Events of Pegcetacoplan & Avacincaptad Pegol

Performance of artificial intelligence-based models for epiretinal membrane diagnosis: A systematic review and meta-analysis

Comparative Analysis of Ocular Adverse Events Associated with Aflibercept 8 mg and Faricimab: A Global Population-Based Study Across 65 Countries

Diagnostic Accuracy of EyeArt for Fundus-Based Detection of Diabetic Retinopathy: A Systematic Review and Meta-analysis

Evaluating the efficacy of AI systems in diabetic retinopathy detection: A comparative analysis of Mona DR and IDx-DR

Risk factors and nomogram-based prediction of dry eye disease following intraocular lens implantation in cataract patients