Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee

OBJECTIVE: To develop and validate algorithms for predicting 30-day fatal and nonfatal opioid-related overdose using statewide data sources including prescription drug monitoring program data, Hospital Discharge Data System data, and Tennessee (TN) vital records. Current overdose prevention efforts...

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Detalles Bibliográficos
Autores principales: Ripperger, Michael, Lotspeich, Sarah C, Wilimitis, Drew, Fry, Carrie E, Roberts, Allison, Lenert, Matthew, Cherry, Charlotte, Latham, Sanura, Robinson, Katelyn, Chen, Qingxia, McPheeters, Melissa L, Tyndall, Ben, Walsh, Colin G
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8714265/
https://www.ncbi.nlm.nih.gov/pubmed/34665246
http://dx.doi.org/10.1093/jamia/ocab218

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8714265/
https://www.ncbi.nlm.nih.gov/pubmed/34665246
http://dx.doi.org/10.1093/jamia/ocab218

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