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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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Detalhes bibliográficos
Publicado no:Clin Transl Radiat Oncol
Main Authors: 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
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2017
Assuntos:
Acesso em linha: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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