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Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT

Machine learning applications for personalized medicine are highly dependent on access to sufficient data. For personalized radiation oncology, datasets representing the variation in the entire cancer patient population need to be acquired and used to learn prediction models. Ethical and legal bound...

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Bibliografische gegevens
Gepubliceerd in:Clin Transl Radiat Oncol
Hoofdauteurs: Deist, Timo M., Jochems, A., van Soest, Johan, Nalbantov, Georgi, Oberije, Cary, Walsh, Seán, Eble, Michael, Bulens, Paul, Coucke, Philippe, Dries, Wim, Dekker, Andre, Lambin, Philippe
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Elsevier 2017
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5833935/
https://ncbi.nlm.nih.gov/pubmed/29594204
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ctro.2016.12.004
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