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

Frances H Gabbay,Gary H Wynn,Matthew W Georg,Sarah M Gildea,Chris J Kennedy,Andrew J King,Nancy A Sampson,Robert J Ursano,Murray B Stein,James R Wagner,Ronald C Kessler,Vincent F Capaldi

Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine（2023）

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摘要

Pending replication, the model could be used as part of a patient-centered decision-making process for insomnia treatment, but parallel models will be needed for alternative treatments before such a system is of optimal value.

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关键词

insomnia,machine learning,military,personalized medicine,pharmacotherapy,treatment response

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