Improving Learning of New Diseases through Knowledge-Enhanced Initialization for Federated Adapter Tuning

Danni Peng, Yuan Wang, Kangning Cai +6

In healthcare, federated learning (FL) is a widely adopted framework that enables privacy-preserving collaboration among medical institutions. With large foundation models (FMs) de…