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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...
Autores principales: | Holcomb, Jennifer, Oliveira, Luis C., Highfield, Linda, Hwang, Kevin O., Giancardo, Luca, Bernstam, Elmer Victor |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
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 |
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