Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models

Minhaj Nur Alam, Rikiya Yamashita, Vignav Ramesh +6

Self supervised contrastive learning based pretraining allows development of robust and generalized deep learning models with small, labeled datasets, reducing the burden of label…