Federated learning for predicting clinical outcomes in patients with COVID-19

Published in Nature Medicine, 2021

An herculean collaboration between 20 institutions shows that a neural net trained on a combination of EHR and Chest X-Rays can predict oxygen level requirements for covid patients.