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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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Afshar, Majid, Phillips, Andrew, Karnik, Niranjan, Mueller, Jeanne, To, Daniel, Gonzalez, Richard, Price, Ron, Cooper, Richard, Joyce, Cara, Dligach, Dmitriy
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Research and Applications
Acesso em linha: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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