Federated Learning for Heterogeneous Electronic Health Record Systems with Cost Effective Participant Selection

Jiyoun Kim, Junu Kim, Kyunghoon Hur +1

The increasing volume of electronic health records (EHRs) presents the opportunity to improve the accuracy and robustness of models in clinical prediction tasks. Unlike traditional…