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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Detalles Bibliográficos
Publicado en:NPJ Digit Med
Main Authors: 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
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2020
Assuntos:
Perspective
Acceso en liña: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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