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Malchalam Nikitha

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Open access Jul 2026

Explainable Vision Transformer for Diabetic Retinopathy Detection

An automated retinal image classifier using an Explainable Vision Transformer model to classify Diabetic Retinopathy (DR) on the APTOS 2019 retinal image dataset leverages the transformer's attention mechanism to focus on clinically relevant regions in retinal fundus images, demonstrating high interpretability and stro...

Chanda Ravi Tejan Reddy, Malchalam Nikitha, Pendlimadugu Hanish Reddy et al. · 0 citations

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