The Evaluation of a Clinical Decision Support Tool Using Natural Language Processing to Screen Hospitalized Adults for Unhealthy Substance Use: Protocol for a Quasi-Experimental Design

BACKGROUND: Automated and data-driven methods for screening using natural language processing (NLP) and machine learning may replace resource-intensive manual approaches in the usual care of patients hospitalized with conditions related to unhealthy substance use. The rigorous evaluation of tools th...

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Detalles Bibliográficos
Autores principales: Joyce, Cara, Markossian, Talar W, Nikolaides, Jenna, Ramsey, Elisabeth, Thompson, Hale M, Rojas, Juan C, Sharma, Brihat, Dligach, Dmitriy, Oguss, Madeline K, Cooper, Richard S, Afshar, Majid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Protocol
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808720/
https://www.ncbi.nlm.nih.gov/pubmed/36534461
http://dx.doi.org/10.2196/42971

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808720/
https://www.ncbi.nlm.nih.gov/pubmed/36534461
http://dx.doi.org/10.2196/42971

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