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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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Veröffentlicht in:JCO Clin Cancer Inform
Hauptverfasser: Zerka, Fadila, Barakat, Samir, Walsh, Sean, Bogowicz, Marta, Leijenaar, Ralph T. H., Jochems, Arthur, Miraglio, Benjamin, Townend, David, Lambin, Philippe
Format: Artigo
Sprache:Inglês
Veröffentlicht: American Society of Clinical Oncology 2020
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Online Zugang: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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