Development and Temporal Validation of an Electronic Medical Record-Based Insomnia Prediction Model Using Data from a Statewide Health Information Exchange

Development and Temporal Validation of an Electronic Medical Record-Based Insomnia Prediction Model Using Data from a Statewide Health Information Exchange

This study aimed to develop and temporally validate an electronic medical record (EMR)-based insomnia prediction model. In this nested case-control study, we analyzed EMR data from 2011–2018 obtained from a statewide health information exchange. The study sample included 19,843 insomnia cases and 19...

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Bibliographic Details
Main Authors: Emma Holler, Farid Chekani, Jizhou Ai, Weilin Meng, Rezaul Karim Khandker, Zina Ben Miled, Arthur Owora, Paul Dexter, Noll Campbell, Craig Solid, Malaz Boustani
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Journal of Clinical Medicine
Subjects:
insomnia
sleep
machine learning
electronic medical records
temporal validation
Online Access:https://www.mdpi.com/2077-0383/12/9/3286

Internet

https://www.mdpi.com/2077-0383/12/9/3286

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