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Estimating real-world performance of a predictive model: a case-study in predicting mortality
OBJECTIVE: One primary consideration when developing predictive models is downstream effects on future model performance. We conduct experiments to quantify the effects of experimental design choices, namely cohort selection and internal validation methods, on (estimated) real-world model performanc...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382635/ https://www.ncbi.nlm.nih.gov/pubmed/32734165 http://dx.doi.org/10.1093/jamiaopen/ooaa008 |