{"slug": "federated-learning-for-predicting-clinical-outcomes-in-patients-with-covid-19", "title": "Federated learning for predicting clinical outcomes in patients with COVID-19", "summary": "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.", "body_md": "Research Labs\nAll Research Labs\nSpatial Intelligence\nApplied Research\nAutonomous Vehicles\nDeep Imagination\nPublications\nAI Playground\nNew and Featured\nAI Art Gallery\nNGC Demos\nResearch Areas\nAI & Machine Learning\n3D Deep Learning\nComputer Vision\nRobotics\nAll Areas\nCareers\nAcademic Collaborations\nGovernment Collaborations\nGraduate Fellowship\nInternships\nResearch Openings\nResearch Scientists\nMeet the Team\nLicensing\nSkip to main content\nArtificial Intelligence Computing Leadership from NVIDIA\nLogin\nResearch Labs\nAll Research Labs\nSpatial Intelligence\nApplied Research\nAutonomous Vehicles\nDeep Imagination\nPublications\nAI Playground\nNew and Featured\nAI Art Gallery\nNGC Demos\nResearch Areas\nAI & Machine Learning\n3D Deep Learning\nComputer Vision\nRobotics\nAll Areas\nCareers\nAcademic Collaborations\nGovernment Collaborations\nGraduate Fellowship\nInternships\nResearch Openings\nResearch Scientists\nMeet the Team\nLicensing\nSearch\nSearch\nEnter the terms you wish to search for.\nPublications\nFederated learning for predicting clinical outcomes in patients with COVID-19\nFederated learning for predicting clinical outcomes in patients with COVID-19\nAuthors\nIttai Dayan (MGH Radiology and Harvard Medical School, Boston, MA, USA)\nHolger Roth\n(et al.)\nPublication Date\nWednesday, September 15, 2021\nPublished in\nNature Medicine\nResearch Area\nMedical", "url": "https://wpnews.pro/news/federated-learning-for-predicting-clinical-outcomes-in-patients-with-covid-19", "canonical_source": "https://research.nvidia.com/publication/2021-09_federated-learning-predicting-clinical-outcomes-patients-covid-19", "published_at": "2026-06-15 23:08:41+00:00", "updated_at": "2026-06-17 11:23:53.555550+00:00", "lang": "en", "topics": ["machine-learning", "ai-research"], "entities": ["NVIDIA", "Harvard Medical School", "Nature Medicine"], "alternates": {"html": "https://wpnews.pro/news/federated-learning-for-predicting-clinical-outcomes-in-patients-with-covid-19", "markdown": "https://wpnews.pro/news/federated-learning-for-predicting-clinical-outcomes-in-patients-with-covid-19.md", "text": "https://wpnews.pro/news/federated-learning-for-predicting-clinical-outcomes-in-patients-with-covid-19.txt", "jsonld": "https://wpnews.pro/news/federated-learning-for-predicting-clinical-outcomes-in-patients-with-covid-19.jsonld"}}