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Brihat Sharma

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Articles

External validation of a machine learning classifier to identify unhealthy alcohol use in hospitalized patients

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By Hale Thompson, Yiqi Lin, Brihat Sharma, Randy Boley
| Wiley Online Library Verified
Abstract Background and Aims Unhealthy alcohol use (UAU) is one of the leading causes of global morbidity. A machine learning approach to alcohol screening could accelerate best practices when integrated into electronic health record (EHR) systems. This study aimed to validate externally a natural language processing (NLP) classifier developed at an independent medical center. Design Retrospective cohort study.
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