AIMC Topic: Sleep Initiation and Maintenance Disorders
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Toward personalized care for insomnia in the US Army: a machine learning model to predict response to cognitive behavioral therapy for insomnia.
Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine
Jun 1, 2024
STUDY OBJECTIVES: The standard of care for military personnel with insomnia is cognitive behavioral therapy for insomnia (CBT-I). However, only a minority seeking insomnia treatment receive CBT-I, and little reliable guidance exists to identify those...
Evaluating insomnia queries from an artificial intelligence chatbot for patient education.
Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine
Apr 1, 2024
STUDY OBJECTIVES: We evaluated the accuracy of ChatGPT in addressing insomnia-related queries for patient education and assessed ChatGPT's ability to provide varied responses based on differing prompting scenarios.
Network physiology in insomnia patients: Assessment of relevant changes in network topology with interpretable machine learning models.
Chaos (Woodbury, N.Y.)
Dec 1, 2019
Network physiology describes the human body as a complex network of interacting organ systems. It has been applied successfully to determine topological changes in different sleep stages. However, the number of network links can quickly grow above th...
A Two Stage Approach for the Automatic Detection of Insomnia.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2018
Chronic insomnia can significantly impair an individual's quality of life leading to a high societal cost. Unfortunately, limited automated tools exist that can assist clinicians in the timely detection of insomnia. In this paper, we propose a two st...
[Effect of Acupuncture at Points in Heel Vessel for Circadian Genes of 1 and 2 mRNAs in the Suprachiasmatic Nucleus in Insomnia Rats].
Zhen ci yan jiu = Acupuncture research
Dec 25, 2017
OBJECTIVE: To investigate the influence and mechanism of acupuncture at the points in Heel Vessel for the circadian clock genes of Period () 1 and 2 mRNAs in the suprachiasmatic nucleus (SCN) in insomnia rats.
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