Ophthalmic Image Analysis

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42 papers5 papers in the last four weeks, up 25% on the four weeks before. 0.0% of all new papers.

  1. Nested Radially Monotone Polar Occupancy Estimation: Clinically-Grounded Optic Disc and Cup Segmentation for Glaucoma Screening

    Apr 10, 2026Rimsa Goperma, Rojan Basnet, Liang ZhaoOptic Disc SegmentationGlaucoma Detection

    Graduate School of Advanced Integrated Studies in Human Survivability (GSAIS), Kyoto University, Kyoto 606-8306, Japan

  2. Towards Comprehensive Real-Time Scene Understanding in Ophthalmic Surgery through Multimodal Image Fusion

    Mar 26, 2026Nikolo Rohrmoser, Ghazal Ghazaei, Michael Sommersperger +1Surgical Instrument TrackingMedical Image Analysis

    Chair for Computer Aided Medical Procedures, Technical University of Munich, Garching, Germany. · Corporate Research and Technology, Carl Zeiss AG, Munich, Germany.

  3. VOLMO: Versatile and Open Large Models for Ophthalmology

    Mar 25, 2026Zhenyue Qin, Younjoon Chung, Elijah Lee +16Medical VLMsMedical LLMs

    Department of Biomedical Informatics & Data Science, Yale University · Ray and Stephanie Lane Computational Biology Department, Carnegie Mellon University · Yong Loo Lin School of Medicine, National University of Singapore +4

  4. Towards Interpretable Foundation Models for Retinal Fundus Images

    Mar 19, 2026Samuel Ofosu Mensah, Camila Roa, Kerol Djoumessi +1Fundus ImagingMedical Imaging Foundation Models

    Hertie Institute for AI in Brain Health, University of Tübingen, Germany · Tübingen AI Center, University of Tübingen, Germany

  5. EyeWorld: A Generative World Model of Ocular State and Dynamics

    Mar 14, 2026Ziyu Gao, Xinyuan Wu, Xiaolan Chen +10Ophthalmic Image AnalysisMedical Image Analysis

    School of Optometry, The Hong Kong Polytechnic University, Hong Kong. · Eye Center of Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310009, Zhejiang, China · Zhejiang Provincial Key Laboratory of Ophthalmology, Zhejiang Provincial Clinical Research Center for Eye Diseases, Zhejiang Provincial Engineering Institute On Eye Diseases, Hangzhou, 310009, Zhejiang, China +5

  6. GLEAM: A Multimodal Imaging Dataset and HAMM for Glaucoma Classification

    Mar 13, 2026Jiao Wang, Chi Liu, Yiying Zhang +8Glaucoma DetectionOphthalmic Image Analysis

    College of the Information Science and Engineering, Northeastern University, Shenyang 110819, China · Department of Ophthalmology, Shenyang Fourth People’s Hospital, Shenyang 110000, China

  7. OPTED: Open Preprocessed Trachoma Eye Dataset Using Zero-Shot SAM 3 Segmentation

    Mar 6, 2026Kibrom Gebremedhin, Hadush Hailu, Bruk GebregziabherOphthalmic Image AnalysisMedical Image Analysis

    Department of Computer Science, Mekelle University, Mekelle, Ethiopia · Department of Computer Science, Maharishi International University, Fairfield, IA, USA · Signal Technologies, Germany

  8. SKINOPATHY AI: Smartphone-Based Ophthalmic Screening and Longitudinal Tracking Using Lightweight Computer Vision

    Feb 26, 2026S. Kalaycioglu, C. Hong, M. Zhu +1Ophthalmic Image Analysis

    Toronto Metropolitan University · York University · AIMechatroniX Inc. +3

  9. retinalysis-vascx: An explainable software toolbox for the extraction of retinal vascular biomarkers

    Feb 9, 2026Jose D. Vargas Quiros, Michael J. Beyeler, Sofia Ortin Vela +5Medical Image AnalysisFundus Imaging

    Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, the Netherlands · Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands · 5Dept. of Computational Biology, University of Lausanne, Lausanne, Switzerland +4

  10. Bridging the Gap in Ophthalmic AI: MM-Retinal-Reason Dataset and OphthaReason Model toward Dynamic Multimodal Reasoning

    Aug 22, 2025Ruiqi Wu, Yuang Yao, Na Su +11Ophthalmic Image AnalysisMedical Image Analysis

    School of Computer Science and Engineering, Southeast University, Nanjing, China · Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China · School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China

  11. Clinician-Friendly Foundation Models for Ophthalmic Image Diagnostics without Fine-Tuning or Technical Barriers

    Apr 22, 2025Meng Wang, Tian Lin, Qingshan Hou +69Medical Imaging Foundation ModelsOphthalmic Image Analysis

  12. Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images

    May 12, 2024Fatema Tuj Johora Faria, Mukaffi Bin Moin, Pronay Debnath +2Explainable Medical Image AnalysisRetinal Vessel Segmentation

    aDepartment of Computer Science and Engineering, Ahsanullah University of Science and Technology, Dhaka, Bangladesh