External validation of a machine learning classifier to identify unhealthy alcohol use in hospitalized patients

BACKGROUND AND AIMS: Unhealthy alcohol use (UAU) is one of the leading causes of global morbidity. A machine learning approach to alcohol screening could accelerate best practices when integrated into electronic health record (EHR) systems. This study aimed to validate externally a natural language...

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Detalles Bibliográficos
Autores principales: Lin, Yiqi, Sharma, Brihat, Thompson, Hale M., Boley, Randy, Perticone, Kathryn, Chhabra, Neeraj, Afshar, Majid, Karnik, Niranjan S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Research Reports
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9296269/
https://www.ncbi.nlm.nih.gov/pubmed/34729829
http://dx.doi.org/10.1111/add.15730

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9296269/
https://www.ncbi.nlm.nih.gov/pubmed/34729829
http://dx.doi.org/10.1111/add.15730

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