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...

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Detalles Bibliográficos
Autores principales: Major, Vincent J, Jethani, Neil, Aphinyanaphongs, Yindalon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Research and Applications
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

Internet

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

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