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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Am Med Inform Assoc
Egile Nagusiak: Afshar, Majid, Phillips, Andrew, Karnik, Niranjan, Mueller, Jeanne, To, Daniel, Gonzalez, Richard, Price, Ron, Cooper, Richard, Joyce, Cara, Dligach, Dmitriy
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Oxford University Press 2019
Gaiak:
Research and Applications
Sarrera elektronikoa: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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