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The myth of generalisability in clinical research and machine learning in health care

An emphasis on overly broad notions of generalisability as it pertains to applications of machine learning in health care can overlook situations in which machine learning might provide clinical utility. We believe that this narrow focus on generalisability should be replaced with wider consideratio...

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Detalles Bibliográficos
Autores principales: Futoma, Joseph, Simons, Morgan, Panch, Trishan, Doshi-Velez, Finale, Celi, Leo Anthony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier Ltd. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7444947/
https://www.ncbi.nlm.nih.gov/pubmed/32864600
http://dx.doi.org/10.1016/S2589-7500(20)30186-2