Ali Abidalkareem

Diffusion-augmented contrastive learning for diabetic retinopathy severity classification

Automated diabetic retinopathy (DR) severity classification faces persistent challenges from limited annotated datasets, severe class imbalance across the five-level International Clinical Diabetic Retinopathy (ICDR) scale, and domain shift between imaging environments. This paper presents an integrated deep learning f...