Federated learning improves site performance in multicenter deep learning without data sharing

ConclusionFederated learning is an effective methodology that merits further study to enable accelerated development of models across institutions, enabling greater generalizability in clinical use.

Source: Journal of the American Medical Informatics Association - February 4, 2021 Category: Information Technology Source Type: research