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...

Descripción completa

Detalles Bibliográficos
Autores principales: Beaulieu-Jones, Brett K., Yuan, William, Brat, Gabriel A., Beam, Andrew L., Weber, Griffin, Ruffin, Marshall, Kohane, Isaac S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8010071/
https://www.ncbi.nlm.nih.gov/pubmed/33785839
http://dx.doi.org/10.1038/s41746-021-00426-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8010071/
https://www.ncbi.nlm.nih.gov/pubmed/33785839
http://dx.doi.org/10.1038/s41746-021-00426-3

Ejemplares similares