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Explainable Diabetic Retinopathy Classification Using Vision Foundation Models

Verma, Abhishek et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Diabetic retinopathy (DR) is a major cause of preventable blindness, creating a need for accurate and trustworthy automated screening. This study investigates an explainable DR classification framework using vision foundation models and multiple transfer learning strategies. Three backbones, DINOv2,
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