Predicting health-related social needs in Medicaid and Medicare populations using machine learning

Providers currently rely on universal screening to identify health-related social needs (HRSNs). Predicting HRSNs using EHR and community-level data could be more efficient and less resource intensive. Using machine learning models, we evaluated the predictive performance of HRSN status from EHR and...

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Detalles Bibliográficos
Autores principales: Holcomb, Jennifer, Oliveira, Luis C., Highfield, Linda, Hwang, Kevin O., Giancardo, Luca, Bernstam, Elmer Victor
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/PMC8927567/
https://www.ncbi.nlm.nih.gov/pubmed/35296719
http://dx.doi.org/10.1038/s41598-022-08344-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8927567/
https://www.ncbi.nlm.nih.gov/pubmed/35296719
http://dx.doi.org/10.1038/s41598-022-08344-4

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