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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
Publicado en:JCO Clin Cancer Inform
Main Authors: Zerka, Fadila, Barakat, Samir, Walsh, Sean, Bogowicz, Marta, Leijenaar, Ralph T. H., Jochems, Arthur, Miraglio, Benjamin, Townend, David, Lambin, Philippe
Formato: Artigo
Idioma:Inglês
Publicado: American Society of Clinical Oncology 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7113079/
https://ncbi.nlm.nih.gov/pubmed/32134684
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1200/CCI.19.00047
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