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Development and Validation of Machine Models Using Natural Language Processing to Classify Substances Involved in Overdose Deaths

IMPORTANCE: Overdose is one of the leading causes of death in the US; however, surveillance data lag considerably from medical examiner determination of the death to reporting in national surveillance reports. OBJECTIVE: To automate the classification of deaths related to substances in medical exami...

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Detalles Bibliográficos
Autores principales: Goodman-Meza, David, Shover, Chelsea L., Medina, Jesus A., Tang, Amber B., Shoptaw, Steven, Bui, Alex A. T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9361079/
https://www.ncbi.nlm.nih.gov/pubmed/35939303
http://dx.doi.org/10.1001/jamanetworkopen.2022.25593