2025
DFCA: Disentangled Feature Contrastive Learning and Augmentation for Fairer Dermatological Diagnostics
IJCAI 2025
With the increasing integration of AI in medical research and applications, the issue of fairness has become as critical as diagnostic accuracy. In dermatology diagnosis, the challenge of class-imbalanced data, which is sometimes limited and contains demographic attributes, results in an imbalanced