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5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

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  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 +36Glaucoma DetectionFundus Images

    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 +4Glaucoma DetectionFundus Images

    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. Comparative Performance and Parameter-Efficient Adaptation of DINOv2 for Active Trachoma Classification

    Sep 20, 2026Kibrom Gebremedhin, Hadush Hailu, Bruk Gebregziabher +1Dinov3Fundus Images

    Department of Computer Science Mekelle University Mekelle, Ethiopia · Department of Computer Science Maharishi International University Fairfield, IA, USA · Signal Technologies Germany +1

  4. Self-supervised Pre-training Helps Retinal Disease Progression Modelling Most When Data Is Scarce

    Sep 14, 2026Ifeoma Veronica Nwabufo, Julius Gervelmeyer, Sarah Müller +1Self-Supervised LearningLongitudinal Imaging

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

  5. DR-LabStack: Design and Implementation of a Clinician-Facing Web System for Diabetic Retinopathy Prediction

    Sep 9, 2026Yingfan Xu, Tieming Liu, Ye LiangFundus ImagesClassifier

    School of Industrial Engineering and Management, Oklahoma State University · Department of Statistics, Oklahoma State University

  6. MVC-Bench: Benchmarking Calibration of Medical Vision-Language Models

    Aug 27, 2026Ashshak Sharifdeen, Shihab Aaqil Ahamed, Ufaq Khan +6Medical Vision-Language ModelsMultimodal Benchmarks

    1Mohamed bin Zayed University of AI · 2Sabaragamuwa University of Sri Lanka · 3Digital Platform Development, SLT PLC

  7. Modelling Geographic Atrophy Progression using Implicit Neural Representations

    Aug 11, 2026Simone Sarrocco, Paul Friedrich, Florentin Bieder +4Fundus ImagesNeural Representations

    Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland · Department of Ophthalmology, University Hospital Basel, Basel, Switzerland · Vienna University of Natural Resources and Life Sciences, Vienna, Austria +1

  8. Disentangling Co-Occurring Retinal Pathologies with Saliency-Guided Sparse Expert Routing

    Aug 10, 2026Nagur Shareef Shaik, Jeongwoo Park, Yeong-Jin Kim +3Fundus ImagesExperts

    Department of Computer Science, Georgia State University, Atlanta, GA 30324, USA · Piehealthcare Inc., Suwon-si, Gyeonggi-do, 16311, Republic of Korea

  9. UPolarSQ: Polar Representation Learning for Optic Disc and Peripapillary Atrophy Segmentation and Quantification in Fundus Photographs

    Aug 9, 2026Mengxian He, Yunyun sun, Ziyue Gao +3Fundus ImagesVessel Segmentation

    Department of Biomedical Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China · Capital Medical University, Beijing, China

  10. 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 +8Glaucoma DetectionFundus Images

    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

  11. SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs

    Aug 7, 2026Mengxian He, Xinyue Liu, Yunyun Sun +5Fundus ImagesLongitudinal Imaging

    The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong · Guangdong Laboratory of Machine Perception and Intelligent Computing, Shenzhen MSU-BIT University, China · Capital Medical University, China +1

  12. FUSEP: A Multi-Center Benchmark for Diverse Tasks in Early Pregnancy Fetal Ultrasound Screening

    Aug 5, 2026Bin Pu, Jiewen Yang, Liwen Wang +9Prenatal UltrasoundClinical Ultrasound Dataset

    Hunan University Changsha, Hunan, China · The Hong Kong University of Science and Technology HKSAR, China · Anhui University Hefei, Anhui, China +5

  13. Color Fundus Photography Analysis: Co-evolution of Data, Preprocessing, and Modeling toward Multimodal AI

    Jul 27, 2026Yu Li, Wengan He, Wenhui Xu +7Fundus ImagesMultimodal Clinical Data

    aZhuhai College of Science and Technology, Zhuhai, Guangdong, China · bZhuhai UNO technology Co., Ltd., Zhuhai, Guangdong, China

  14. Investigating the Visual Cues of CNNs for Vascular Segmentation: A Case Study in Microscopy and Fundus Imaging

    Jul 25, 2026Weslley dos Santos Silva, Cesar Henrique CominVessel SegmentationFundus Images

    Department of Computer Science, Federal University of São Carlos, São Carlos, SP, Brazil

  15. Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease Classification

    Jul 23, 2026Kritanu Chattopadhyay, Sayanjit Singha Roy, Soumya ChatterjeeFundus ImagesCounterfactual Explanation

    Department of Mechanical Engineering, National Institute of Technology Durgapur, West Bengal, 713209, India · Department of Electrical Engineering, IIT Kanpur, Uttar Pradesh, 208016, India · Department of Electrical Engineering, National Institute of Technology Durgapur, West Bengal, 713209, India

  16. PRISM-DR: Per-lesion Retinal Inference with Specialist Models for Diabetic Retinopathy

    Jul 22, 2026Zübeyr Özeren, Tansel UyarFundus ImagesLesion

    Department of Biomedical Engineering, Baskent University, Ankara, Türkiye · Department of Biomedical Engineering, Ankara University, Ankara, Türkiye

  17. Luminosity-Adaptive Contrast Enhancement Using CLAHE for Retinal Fundus Images with Quantitative Validation and Comparative Analysis

    Jul 20, 2026K. Mithra, Prem Kumar SanthanamFundus ImagesAdaptive Histogram Equalization

    Independent Researcher, Department of Information and Computer Engineering, Scottsdale, AZ, USA · Seidenberg School of Computer Science and Information Systems, Pace University, New York City, NY, USA

  18. Multi-Agent Scheduling with LLM-Assisted Contract Net Negotiation for Stream Processing in Mobile Edge Computing

    Jul 19, 2026Sabeur Lajili, Zaki BrahmiEdge DevicesSchedulers

    University of Sousse, Tunisia

  19. RED-Sphere: Hyperspherical Residual Edge Debiasing for Cross-Population Fundus Disease Domain Generalization

    Jul 12, 2026Yan Lin, Ziheng Wang, Shuang Chen +2Fundus ImagesSphere

    Newcastle University Newcastle upon Tyne, UK · King Abdullah University of Science and Technology (KAUST) Thuwal, Saudi Arabia · Durham University Durham, UK

  20. Model Confidence-Guided Multi-Image Fusion of Fundus Images for Diabetic Retinopathy Diagnosis

    Jul 3, 2026Ananya Raghu, Anisha Raghu, Alice S. Tang +3Fundus ImagesVisible Image Fusion

    Massachusetts Institute of Technology, Cambridge, MA, USA · Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA · Wilmer Eye Institute, Department of Ophthalmology, Johns Hopkins University, Baltimore, MD, USA +3

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

    Jul 2, 2026Ishrat Jahan, Muhammad E. H Chowdhury, Murugappan Murugappan +7Glaucoma DetectionFundus Images

    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

  22. An automated method of identifying incorrectly labelled images based on the sequences of loss functions of deep learning networks

    Jul 1, 2026Zhipeng Zhang, Wenhui Shou, Wengting Ma +5Medical Image ClassificationFundus Images

    China Mobile Research Institute, Beijing 100032, China · Shenyang He Eye Hospital, Shenyang 110034, China

  23. Cross-Modal Iteration Distillation for Robust IHD Screening: The IDNet Framework and A New Benchmark

    Jun 29, 2026Yongchang Gao, Junjie Pang, Shuaiyu Yang +5Fundus ImagesCardiac

    University of Chinese Academy of Sciences, Beijing, China · MGI Tech Co., Ltd., Shenzhen, China · Shenzhen University, Shenzhen, China

  24. FunPiQ: A New Benchmark for Pixel-Level Quality Assessment in Fundus Images

    Jun 24, 2026Pengwei Wang, José Morano, Virginia Mares +1Fundus ImagesImage Quality Assessment

    Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna, Vienna, Austria · Christian Doppler Lab for Artificial Intelligence in Retina, Center for Medical Data Science, Medical University of Vienna, Vienna, Austria

  25. A Dual Edge Spatial Jacobian Image Graph for Interpretable Diabetic Retinopathy Grading

    Jun 23, 2026Inam Ullah, Imran Razzak, Shoaib JameelFundus ImagesJacobian

    University of Southampton Southampton, United Kingdom · Mohamed bin Zayed University of Artificial Intelligence Abu Dhabi, United Arab Emirates

  26. Evo-RAD: Navigating Rare Retinal Disease Diagnosis via Self-Evolving Agentic Retrieval

    Jun 22, 2026Wangding Xia, Ye Du, Jiashi Lin +3Rare DiseaseFundus Images

    Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, China · School of Computer Science, Northwestern Polytechnical University, Xi’an, China · Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore +3

  27. EFIQA: Explainable Fundus Image Quality Assessment via Anatomical Priors

    Jun 18, 2026Pengwei Wang, José Morano, Qian Wan +1Image Quality AssessmentFundus Images

    Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna, Austria · Christian Doppler Lab for Artificial Intelligence in Retina, Medical University of Vienna, Austria

  28. Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

    Jun 15, 2026Tengfei Ma, Ruiqi Wu, Chenran Zhang +6Fundus ImagesOptical Coherence Tomography

    School of Computer Science and Engineering, Southeast University, China · Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Nanjing, China · Tianyuan Honors School, Nanjing Medical University, China +2

  29. EyeMVP: OCT-Informed Fundus Representation Learning via Paired CFP--OCT Pretraining

    Jun 13, 2026Zhuo Deng, Ruiheng Zhang, Ziheng Zhang +23Fundus ImagesGlaucoma Detection

    Shenzhen International Graduate School, Tsinghua University, Shenzhen, China · Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China · Liangxiang Hospital of Beijing Fangshan District, Capital Medical University, Beijing, China +6

  30. FADA: Accessible fetal ultrasound interpretation and annotation with a selectively distilled unified vision-language model

    Jun 9, 2026Mahmood Alzubaidi, Uzair Shah, Raden Muaz +6Prenatal UltrasoundFundus Images

    College of Science and Engineering , Hamad Bin Khalifa University,2026 Doha, Qatar. · Center for Clinical Precision Medicine and Genomics, HMC, Doha, Qatar.Jun · 3Advanced AlRazi Diagnostic Center, Al-Hodeidah, Yemen. +1

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

    Jun 8, 2026Yi Huang, Lei Bi, Jinman KimGlaucoma DetectionFundus Images

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

  32. ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach

    May 19, 2026Erick O. Rodrigues, Aura Conci, Panos LiatsisVessel SegmentationFundus Images

    Academic Department of Informatics, Universidade Tecnologica Federal do Parana (UTFPR), Pato Branco 80230-901, Brazil · Department of Computer Science, Universidade Federal Fluminense (UFF), Niteroi 24220-900, Brazil · Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi 127788, United Arab Emirates

  33. Diabetic Retinopathy Classification using Downscaling Algorithms and Deep Learning

    May 12, 2026Nishi Doshi, Urvi Oza, Pankaj KumarFundus ImagesDeep Learning

  34. Prediction of Alzheimer's Disease Risk Factors from Retinal Images via Deep Learning: Development and Validation of Biologically Relevant Morphological Associations in the UK Biobank

    May 1, 2026Seowung Leem, Yunchao Yang, Adam J. Woods +1AlzheimerRetinal Imaging

    1J. Crayton Pruitt Family Dept. of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA · University of Florida Research Computing, University of Florida, Gainesville, FL 32611, USA · Meta AI (FAIR) +4

  35. From Pixels to Explanations: Interpretable Diabetic Retinopathy Grading with CNN-Transformer Ensembles, Visual Explainability and Vision-Language Models

    Apr 25, 2026Pir Bakhsh Khokhar, Carmine Gravino, Fabio Palomba +2Retinal ImagingFundus Images

    Department of Informatics, University of Salerno, Via Giovanni Paolo II, 132, Fisciano, 84084, Salerno, Italy · Department of Information Security and Communication Technology (IIK), Norwegian University of Science and Technology, Gjøvik, 2815, Norway

  36. AnemiaVision: Non-Invasive Anemia Detection via Smartphone Imagery Using EfficientNet-B3 with TrivialAugmentWide, Mixup Augmentation, and Persistent Patient History Management

    Apr 24, 2026Rahul PatelEfficientnet EncoderFundus Images

    Department of Electronics and Communication Engineering Indian Institute of Information Technology, Surat India

  37. Robust Diabetic Retinopathy Grading Using Dual-Resolution Attention-Based Deep Learning with Ordinal Regression

    Apr 19, 2026Afshan HashmiRetinal ImagingFundus Images

    Tuwaiq Academy, Tuwaiq Research and Development Centre, Riyadh, Saudi Arabia

  38. Diffusion Autoencoder for Unsupervised Artifact Restoration in Handheld Fundus Images

    Apr 17, 2026Mathumetha Palani, Kavya Puthumana, Ayantika Das +1Fundus ImagesImage Restoration

    Nuvo AI, Chennai, India · Indian Institute of Technology Madras, India

  39. Towards Interpretable Foundation Models for Retinal Fundus Images

    Mar 19, 2026Samuel Ofosu Mensah, Camila Roa, Kerol Djoumessi +1Fundus ImagesRetinal Imaging

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

  40. 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 +5Vessel SegmentationFundus Images

    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

  41. Interpretable Similarity of Synthetic Image Utility

    Dec 18, 2025Panagiota Gatoula, George Dimas, Dimitris K. IakovidisSynthetic Image DetectionMedical Image Generation

    University of Thessaly, Department of Computer Science and Biomedical Informatics, Lamia 35131 Greece

  42. Evaluating Fundus-Specific Foundation Models for Diabetic Macular Edema Detection

    Oct 8, 2025Franco Javier Arellano, José Ignacio OrlandoFundus ImagesRecent Vision Foundation Models

    Yatiris Group, PLADEMA Institute, UNICEN, Tandil, Argentina · CONICET, Tandil, Argentina

  43. Hybrid Approach for Enhancing Lesion Segmentation in Fundus Images

    Sep 29, 2025Mohammadmahdi Eshragh, Emad A. Mohammed, Behrouz Far +4Lesion SegmentationFundus Images

    Department of Electrical & Software Engineering, University of Calgary, Canada. · Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, Canada. · Dept of Ophthalmology & Visual Sciences, University of Alberta, Edmonton, Canada. +2

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

    Apr 22, 2025Meng Wang, Tian Lin, Qingshan Hou +69OphthalmologyFundus Images

  45. Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations

    Feb 23, 2025Laurin Lux, Alexander H. Berger, Maria Romeo Tricas +8Retinal ImagingFundus Images

    Munich Center for Machine Learning (MCML), Munich, Germany · School of Medicine and Health, TUM University Hospital, Munich, Germany · School of Computation, Information and Technology, TUM, Munich, Germany

  46. 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 +2Vessel SegmentationFundus Images

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