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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:NPJ Digit Med
Egile Nagusiak: 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
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2020
Gaiak:
Perspective
Sarrera elektronikoa: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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