SynPre-FL: Synthetic data-driven pretraining integrated Federated Learning training framework

Akarsh K Nair, Muhammad Arifur Rahman, Nicholas Shopland +8

Federated learning (FL) offers a promising approach to privacy-preserving clinical risk prediction, but its deployment remains limited by restricted data sharing, client heterogene…