Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care

Big data for health care is one of the potential solutions to deal with the numerous challenges of health care, such as rising cost, aging population, precision medicine, universal health coverage, and the increase of noncommunicable diseases. However, data centralization for big data raises privacy...

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Detalles Bibliográficos
Autores principales: Zerka, Fadila, Barakat, Samir, Walsh, Sean, Bogowicz, Marta, Leijenaar, Ralph T. H., Jochems, Arthur, Miraglio, Benjamin, Townend, David, Lambin, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society of Clinical Oncology 2020
Materias:
Review Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7113079/
https://www.ncbi.nlm.nih.gov/pubmed/32134684
http://dx.doi.org/10.1200/CCI.19.00047

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