{"slug": "federated-learning-in-healthcare-from-research-to-real-world-deployment", "title": "Federated Learning in Healthcare: From Research to Real-World Deployment", "summary": "NVIDIA researchers and collaborators published a review in the Annual Review of Biomedical Engineering detailing the transition of federated learning in healthcare from research to real-world deployment. The paper, authored by Spyridon Bakas, Xiaoxiao Li, Prashant Shah, and Holger Roth, examines practical applications and challenges in medical settings.", "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 in Healthcare: From Research to Real-World Deployment\nFederated Learning in Healthcare: From Research to Real-World Deployment\nAuthors\nSpyridon Bakas (Indiana University)\nXiaoxiao Li (University of British Columbia)\nPrashant Shah (MLCommons)\nHolger Roth\nPublication Date\nWednesday, January 21, 2026\nPublished in\nAnnual Review of Biomedical Engineering\nResearch Area\nMedical", "url": "https://wpnews.pro/news/federated-learning-in-healthcare-from-research-to-real-world-deployment", "canonical_source": "https://research.nvidia.com/publication/2026-01_federated-learning-healthcare-research-real-world-deployment", "published_at": "2026-06-15 23:23:31+00:00", "updated_at": "2026-06-17 12:23:39.939168+00:00", "lang": "en", "topics": ["machine-learning", "ai-research", "ai-ethics"], "entities": ["NVIDIA", "Indiana University", "University of British Columbia", "MLCommons", "Spyridon Bakas", "Xiaoxiao Li", "Prashant Shah", "Holger Roth"], "alternates": {"html": "https://wpnews.pro/news/federated-learning-in-healthcare-from-research-to-real-world-deployment", "markdown": "https://wpnews.pro/news/federated-learning-in-healthcare-from-research-to-real-world-deployment.md", "text": "https://wpnews.pro/news/federated-learning-in-healthcare-from-research-to-real-world-deployment.txt", "jsonld": "https://wpnews.pro/news/federated-learning-in-healthcare-from-research-to-real-world-deployment.jsonld"}}