Validation of an Alcohol Misuse Classifier in Hospitalized Patients.

Daniel To,Brihat Sharma,Niranjan Karnik,Cara Joyce,Dmitriy Dligach,Majid Afshar

Alcohol（2020）

引用 18|浏览342

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摘要

•Clinical notes were mapped to standardized terminology in the Metathesaurus.•NLP classifier performed well with hospitalized patients.•Alcohol use behavior is correlated with increasing probabilities for alcohol misuse.

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关键词

machine learning,natural language processing,predictive value of tests,ethanol,alcohol use disorder

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