Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults

BACKGROUND: The clinical narrative in electronic health records (EHRs) carries valuable information for predictive analytics; however, its free-text form is difficult to mine and analyze for clinical decision support (CDS). Large-scale clinical natural language processing (NLP) pipelines have focuse...

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Detalles Bibliográficos
Autores principales: Afshar, Majid, Adelaine, Sabrina, Resnik, Felice, Mundt, Marlon P, Long, John, Leaf, Margaret, Ampian, Theodore, Wills, Graham J, Schnapp, Benjamin, Chao, Michael, Brown, Randy, Joyce, Cara, Sharma, Brihat, Dligach, Dmitriy, Burnside, Elizabeth S, Mahoney, Jane, Churpek, Matthew M, Patterson, Brian W, Liao, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10160938/
https://www.ncbi.nlm.nih.gov/pubmed/37079367
http://dx.doi.org/10.2196/44977

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