Batch effects can impair federated learning in multi-center omics studies

Yuliya Burankova, Julian Klemm, Jens J. G. Lohmann +5

Federated learning (FL) enables collaborative analysis of biomedical data without exchanging sensitive patient-level information, but its performance in multi-center studies may be…