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Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

Machine learning can help clinicians to make individualized patient predictions only if researchers demonstrate models that contribute novel insights, rather than learning the most likely next step in a set of actions a clinician will take. We trained deep learning models using only clinician-initia...

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Detalhes bibliográficos
Publicado no:NPJ Digit Med
Main Authors: Beaulieu-Jones, Brett K., Yuan, William, Brat, Gabriel A., Beam, Andrew L., Weber, Griffin, Ruffin, Marshall, Kohane, Isaac S.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8010071/
https://ncbi.nlm.nih.gov/pubmed/33785839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-021-00426-3
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