Glaucoma Detection

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18 papers2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Detecting Glaucoma Across Multi-ethnic Myopic and Non-Myopic Populations Using an Uncertainty-Aware Vision Transformer: A Multicentre Model Development and Validation Study

    Sep 24, 2026Raghavan Lavanya, Yangqin Feng, Ten Cheer Quek +36Fundus ImagingGlaucoma Detection

    Singapore Eye Research Institute, Singapore National Eye Centre, Singapore · Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore · Institute of Advanced Intelligence and Computing, Agency for Science, Technology and Research, Singapore +14

  2. Interpretable AI plus Handheld, Portable Retinal Photographs: A Low-Cost Glaucoma Screening Solution for West Africa

    Sep 22, 2026Charis Y. N. Chiang, Tarela Sarimiye, Adeyinka Ashaye +4Fundus ImagingMedical Diagnosis

    Department of Ophthalmology, Emory University, Atlanta, Georgia, United States · Department of Biomedical Engineering, National University of Singapore, Singapore · Singapore Eye Research Institute, Singapore National Eye Centre, Singapore +5

  3. Attention-Enhanced Deep Features with Heterogeneous Ensemble Learning for Glaucoma Detection

    Sep 6, 2026Abdullah Al Shafi, Nishat Sadaf Lira, Abrar Hasan +2Glaucoma DetectionEnsemble Learning

    Department of CSE, Khulna University of Engineering & Technology, Bangladesh · Department of CSE, Daffodil International University, Bangladesh · Department of SWE, Green University of Bangladesh

  4. An Agentic AI Framework Overcomes Fundamental Limitations of Large Language Models for Glaucoma Detection from Fundus Photography

    Aug 7, 2026Jalil Jalili, Hossein Taghizad, Anuwat Jiravarnsirikul +8Tool-Using Vision-Language AgentsGlaucoma Detection

    Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California, San Diego, La Jolla, CA, USA. · Hamilton Glaucoma Center, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California, San Diego, La Jolla, CA, USA · Department of Electrical and Computer Engineering, University of Quebec at Trois-Rivières, Trois-Rivières, QC, Canada +2

  5. Balanced Soft mixture-of-expert model for Glaucoma Detection

    Jul 28, 2026Sai Venkatesh Chilukoti, Krishna Rauniyar, Min Shi +1Multimodal ClassificationMixture-of-Experts Models

    School of Computing and Informatics, University of Louisiana at Lafayette, 301 East Lewis Street, Lafayette, 70504, LA, USA.

  6. GlaKG: A Biomarker-Centric Fundus Knowledge Graph for Explainable Glaucoma Diagnosis and Risk Assessment

    Jul 6, 2026Cheng Huang, Jia Zhang, Yi Jiang +7Medical Image AnalysisMedical Diagnosis

    University of Texas Southwestern Medical Center · 2Southern Methodist University · 3Nanyang Technological University +1

  7. An Automated Multimodal Glaucoma Detection Framework Using ViT and a Stacking-Based Ensemble

    Jul 2, 2026Ishrat Jahan, Muhammad E. H Chowdhury, Murugappan Murugappan +7Stacked Ensemble LearningMultimodal Classification

    Department of Computer Science and Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh · Department of Electrical Engineering, Qatar University, Doha, Qatar · Department of Electronics and Communication Engineering, Kuwait College of Science and Technology, Block 4, Doha, Kuwait +5

  8. Ellipse Meets Bit-Planes: A Novel Approach to RNFL based Glaucoma Detection Using Advanced Image Processing and Deep Learning

    Jun 14, 2026Snigdha Paul, Sambit Mallick, Anindya SenMedical Image AnalysisFundus Imaging

    Electronics and Communication Engineering, Heritage Institute of Technology, Kolkata, 700107, West Bengal, India

  9. DiffSight-Former: Modeling Structural Differences and Temporal Dynamics for Glaucoma Progression Prediction

    Jun 8, 2026Yi Huang, Lei Bi, Jinman KimLongitudinal Medical Image AnalysisClinical Outcome Prediction

    School of Computer Science, The University of Sydney · Institute of Translational Medicine, Shanghai Jiao Tong University

  10. MPD2^2-Router: Mask-aware Multi-expert Prior-regularized Dual-head Deferral Router in Glaucoma Screening and Diagnosis

    May 8, 2026Wenxin ZhanAI-Assisted Decision MakingLearning to Defer

    Baruch college

  11. FairEnc: A Fair Vision-Language Model with Fair Vision and Text Encoders for Glaucoma Detection

    May 6, 2026Mohamed Elhabebe, Ayman El-Baz, Qing LiuAlgorithmic FairnessAlgorithmic Bias

    Center for Machine Vision and Signal Analysis, University of Oulu, Finland · Department of Bioengineering, University of Louisville, USA · The Department of Physics and Engineering, UiT The Arctic University of Norway, Norway

  12. Validating a Deep Learning Algorithm to Identify Patients with Glaucoma using Systemic Electronic Health Records

    Apr 22, 2026John Xiang, Rohith Ravindranath, Sophia Y. WangClinical Risk PredictionGlaucoma Detection

    Department of Ophthalmology, Byers Eye Institute, Stanford University, Stanford, California, USA

  13. Fundus Image-based Glaucoma Screening via Retinal Knowledge-Oriented Dynamic Multi-Level Feature Integration

    Apr 14, 2026Chi Liu, Yuzhuo Zhou, Sheng Shen +9Glaucoma DetectionMedical Image Analysis

    Faculty of Data Science, City University of Macau, Avenida Padre Tomás Pereira, Taipa, 999078, Macao, China · State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, 510000, Guangdong, China · Hainan International College, Minzu University of China, Li’an International Education Innovation Pilot Zone, Lingshui, 572423, Hainan, China +4

  14. 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

  15. Retinal Layer Segmentation in OCT Images With 2.5D Cross-slice Feature Fusion Module for Glaucoma Assessment

    Mar 25, 2026Hyunwoo Kim, Heesuk Kim, Wungrak Choi +1Glaucoma DetectionMedical Image Segmentation

    Department of Mechanical Engineering, Yonsei University, Seoul, 03722, South Korea · Institute of Vision Research, Department of Ophthalmology, Severance Hospital, Yonsei University, Seoul, 03722, South Korea

  16. Joint Segmentation and Grading with Iterative Optimization for Multimodal Glaucoma Diagnosis

    Mar 15, 2026Zhiwei Wang, Yuxing Li, Meilu Zhu +2Optic Disc SegmentationGlaucoma Detection

    Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China · College of Information Engineering, Zhejiang University of Technology, Hangzhou, China

  17. 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

  18. GlaBoost: A Multimodal Structured Framework for Glaucoma Risk Stratification

    Aug 3, 2025Cheng Huang, Zeyu Han, Weizheng Xie +4Multimodal FusionClinical Risk Prediction

    Department of Computer Science, Southern Methodist University, Dallas, TX 75205, USA · Department of Ophthalmology, UT Southwestern Medical Center, Dallas, TX 75390, USA · High Performance Computing Program, National Aeronautics and Space Administration, Washington, DC 20546, USA