FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging

Kumail Alhamoud, Yasir Ghunaim, Motasem Alfarra +5

For medical imaging AI models to be clinically impactful, they must generalize. However, this goal is hindered by (i) diverse types of distribution shifts, such as temporal, demogr…