The future of digital health with federated learning

Data-driven machine learning (ML) has emerged as a promising approach for building accurate and robust statistical models from medical data, which is collected in huge volumes by modern healthcare systems. Existing medical data is not fully exploited by ML primarily because it sits in data silos and...

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Bibliografski detalji
Izdano u:NPJ Digit Med
Glavni autori: Rieke, Nicola, Hancox, Jonny, Li, Wenqi, Milletarì, Fausto, Roth, Holger R., Albarqouni, Shadi, Bakas, Spyridon, Galtier, Mathieu N., Landman, Bennett A., Maier-Hein, Klaus, Ourselin, Sébastien, Sheller, Micah, Summers, Ronald M., Trask, Andrew, Xu, Daguang, Baust, Maximilian, Cardoso, M. Jorge
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2020
Teme:
Perspective
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7490367/
https://ncbi.nlm.nih.gov/pubmed/33015372
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-020-00323-1
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