Prediction performance and fairness heterogeneity in cardiovascular risk models

Prediction models are commonly used to estimate risk for cardiovascular diseases, to inform diagnosis and management. However, performance may vary substantially across relevant subgroups of the population. Here we investigated heterogeneity of accuracy and fairness metrics across a variety of subgr...

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Detalles Bibliográficos
Autores principales: Kartoun, Uri, Khurshid, Shaan, Kwon, Bum Chul, Patel, Aniruddh P., Batra, Puneet, Philippakis, Anthony, Khera, Amit V., Ellinor, Patrick T., Lubitz, Steven A., Ng, Kenney
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307639/
https://www.ncbi.nlm.nih.gov/pubmed/35869152
http://dx.doi.org/10.1038/s41598-022-16615-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307639/
https://www.ncbi.nlm.nih.gov/pubmed/35869152
http://dx.doi.org/10.1038/s41598-022-16615-3

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