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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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Dades bibliogràfiques
Publicat a:NPJ Digit Med
Autors principals: Beaulieu-Jones, Brett K., Yuan, William, Brat, Gabriel A., Beam, Andrew L., Weber, Griffin, Ruffin, Marshall, Kohane, Isaac S.
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2021
Matèries:
Accés en línia: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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