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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...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| 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 |