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

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...

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Bibliographic Details

Published in:	Addiction Vol. 117; no. 4; pp. 925 - 934
Main Authors:	Lin, Yiqi, Sharma, Brihat, Thompson, Hale M., Boley, Randy, Perticone, Kathryn, Chhabra, Neeraj, Afshar, Majid, Karnik, Niranjan S.
Format:	research tables/charts Journal Article
Published:	Wiley-Blackwell Apr2022
Online Access:	View this record in EBSCOhost