Diabetic Retinopathy Grading

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  1. PARAGraph: Pathology-Anatomy-Aware Hierarchical Graph for Diabetic Retinopathy Grading

    Aug 8, 2026Ziyang Zhang, Yuankai Huo, Yalin Zheng +1Graph Neural NetworksDiabetic Retinopathy Grading

    Vanderbilt University, USA · University of Liverpool, UK

  2. Representation Transfer of Foundation Models for Ultra-Widefield Retinal Imaging

    Aug 1, 2026Mingya Alexa Gong, Da Ma, Lovre Antonio Budimir +7Medical Imaging Foundation ModelsDiabetic Retinopathy Grading

    Institute of Ophthalmology, University College London, London, United Kingdom · Wake Forest University School of Medicine, Winston-Salem, NC, USA · Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Blacksburg, VA, USA +5

  3. OrthKD: Extracting Generalized Clinical Knowledge from Heterogeneous Teachers for Lightweight Deployment

    Jul 28, 2026Yi Xu, Cheng Chen, Mufan CaoDiabetic Retinopathy GradingSelective Knowledge Distillation

    Tongji University, Shanghai, China

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

    Jul 22, 2026Zübeyr Özeren, Tansel UyarDiabetic Retinopathy GradingMedical Image Anomaly Detection

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

  5. Causal-RetiGraph: Cross-Cohort Retinal Support and Same-Subject Pathway Analysis for Diabetic Retinopathy

    Jul 6, 2026Inam Ullah, Imran Razzak, Shoaib JameelCausal Mediation AnalysisDiabetic Retinopathy Grading

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

  6. Cross-Modal Fusion of OCT and OCT angiography enface for Improved Diagnostics of Diabetic Retinopathy

    Jul 4, 2026Rashadul Hasan Badhon, Atalie Carina Thompson, Jennifer I. Lim +2Diabetic Retinopathy GradingOptical Coherence Tomography

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

    Jul 3, 2026Ananya Raghu, Anisha Raghu, Alice S. Tang +3Multi-Source Image FusionSelective Prediction

    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

  8. Uncertainty-Aware Last-Layer Adaptation of RETFound for Referable Diabetic Retinopathy Screening Under Dataset Shift

    Jun 30, 2026Karim MardhaniBayesian Neural NetworksDistribution Shift Robustness

    University of Colorado Boulder Boulder, CO, USA

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

    Jun 23, 2026Inam Ullah, Imran Razzak, Shoaib JameelGraph Representation LearningDiabetic Retinopathy Grading

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

  10. Bridging the Rural Healthcare Gap: A Cascaded Edge-Cloud Architecture for Automated Retinal Screening

    May 13, 2026Nishi Doshi, Shrey ShahDiabetic Retinopathy GradingEdge-Cloud Computing

    University of Southern California · Los Angeles, USA

  11. Diabetic Retinopathy Classification using Downscaling Algorithms and Deep Learning

    May 12, 2026Nishi Doshi, Urvi Oza, Pankaj KumarDiabetic Retinopathy GradingConvolutional Neural Networks

  12. Cross-Modal Semantic-Enhanced Diffusion Framework for Diabetic Retinopathy Grading

    May 10, 2026Yiqun WangDiabetic Retinopathy GradingMedical VLMs

    Beijing Jiaotong University · School of Software Engineering Beijing Jiaotong University Beijing, China

  13. FQPDR: Federated Quantum Neural Network for Privacy-preserving Early Detection of Diabetic Retinopathy

    May 8, 2026Debashis De, Mahua Nandy Pal, Dipankar HazraDiabetic Retinopathy GradingQuantum Machine Learning

    Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, West Bengal · Department of Computer Science and Engineering, MCKV Institute of Engineering, West Bengal · Department of Computer Science and Engineering, OmDayal Group of Institutions, West Bengal

  14. Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation

    May 7, 2026Abdelrahman Zaian, Sheethal Bhat, Mohamed Abdalkader +1Multimodal RAGMedical Report Generation

    Friedrich-Alexander-Universität, Germany

  15. 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 +2Diabetic Retinopathy GradingDeep Ensembles

    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

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

    Apr 19, 2026Afshan HashmiDiabetic Retinopathy GradingMulti-Scale Feature Fusion

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

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

    Feb 23, 2025Laurin Lux, Alexander H. Berger, Maria Romeo Tricas +8Medical ImagingDiabetic Retinopathy Grading

    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