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Anila Krishna

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#machine learning Preprint Aug 2026

Explainable Diabetic Retinopathy Classification Using Vision Foundation Models

Investigating an explainable DR classification framework using vision foundation models and multiple transfer learning strategies demonstrates that foundation models, particularly DINOv2, can provide strong predictive performance, while LoRA offers a parameter-efficient alternative to full fine-tuning.

Abhishek Verma, Anila Krishna, Abhishek Gajanan Bankar et al. · 0 citations