FedKPer: Tackling Generalization and Personalization in Medical Federated Learning via Knowledge Personalization

Zoe Fowler, Ghassan AlRegib

Federated learning (FL) holds great potential for medical applications. However, statistical heterogeneity across healthcare institutions poses a major challenge for FL, as the glo…