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Leveraging clinical data across healthcare institutions for continual learning of predictive risk models
The inherent flexibility of machine learning-based clinical predictive models to learn from episodes of patient care at a new institution (site-specific training) comes at the cost of performance degradation when applied to external patient cohorts. To exploit the full potential of cross-institution...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117839/ https://www.ncbi.nlm.nih.gov/pubmed/35590018 http://dx.doi.org/10.1038/s41598-022-12497-7 |