Natural language processing and machine learning to identify alcohol misuse from the electronic health record in trauma patients: development and internal validation

OBJECTIVE: Alcohol misuse is present in over a quarter of trauma patients. Information in the clinical notes of the electronic health record of trauma patients may be used for phenotyping tasks with natural language processing (NLP) and supervised machine learning. The objective of this study is to...

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Détails bibliographiques
Publié dans:J Am Med Inform Assoc
Auteurs principaux: Afshar, Majid, Phillips, Andrew, Karnik, Niranjan, Mueller, Jeanne, To, Daniel, Gonzalez, Richard, Price, Ron, Cooper, Richard, Joyce, Cara, Dligach, Dmitriy
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2019
Sujets:
Research and Applications
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6657384/
https://ncbi.nlm.nih.gov/pubmed/30602031
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocy166
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