Toward personalized care for insomnia in the US Army: development of a machine-learning model to predict response to pharmacotherapy

Although many military personnel with insomnia are treated with prescription medication, little reliable guidance exists to identify patients most likely to respond. As a first step toward personalized care for insomnia, we present results of a machine-learning model to predict response to insomnia...

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Bibliographic Details

Published in:	Journal of clinical sleep medicine Vol. 19; no. 8; pp. 1399 - 1410
Main Authors:	Gabbay, Frances H, Wynn, Gary H, Georg, Matthew W, Gildea, Sarah M, Kennedy, Chris J, King, Andrew J, Sampson, Nancy A, Ursano, Robert J, Stein, Murray B, Wagner, James R, Kessler, Ronald C, Capaldi, Vincent F
Format:	Journal Article
Language:	English
Published:	United States American Academy of Sleep Medicine 01-08-2023
Subjects:	Humans Machine Learning Military Personnel ROC Curve Scientific Investigations Sleep Initiation and Maintenance Disorders - drug therapy military machine learning pharmacotherapy treatment response insomnia personalized medicine
Online Access:	Get full text
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