Federated learning for predicting clinical outcomes in patients with COVID-19
Federated learning for predicting clinical outcomes in patients with COVID-19
I. Dayan,H. Roth,96 Auteurs,Quanzheng Li
2021 · DOI: 10.1038/s41591-021-01506-3
Nature Medicine · 593 citaten
TLDR
Federated learning facilitated rapid data science collaboration without data exchange and generated a model that generalized across heterogeneous, unharmonized datasets for prediction of clinical outcomes in patients with COVID-19, setting the stage for the broader use of FL in healthcare.