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A bias evaluation checklist for predictive models and its pilot application for 30-day hospital readmission models

OBJECTIVE: Health care providers increasingly rely upon predictive algorithms when making important treatment decisions, however, evidence indicates that these tools can lead to inequitable outcomes across racial and socio-economic groups. In this study, we introduce a bias evaluation checklist that...

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Detalles Bibliográficos
Autores principales:	Wang, H Echo, Landers, Matthew, Adams, Roy, Subbaswamy, Adarsh, Kharrazi, Hadi, Gaskin, Darrell J, Saria, Suchi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2022
Materias:	Research and Applications
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9277650/ https://www.ncbi.nlm.nih.gov/pubmed/35579328 http://dx.doi.org/10.1093/jamia/ocac065

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