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

Researchers at NVIDIA and Harvard Medical School used federated learning to predict clinical outcomes in COVID-19 patients, enabling collaborative model training across institutions without sharing sensitive data. The study, published in Nature Medicine, demonstrated improved prediction accuracy for patient deterioration and mortality.

read1 min views1 publishedJun 15, 2026

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