Temporal patterns of sleep latency in central hypersomnia and attention deficit hyperactivity disorder: a cluster analysis exploration using Multiple Sleep Latency Test

Temporal patterns of sleep latency in central hypersomnia and attention deficit hyperactivity disorder: a cluster analysis exploration using Multiple Sleep Latency Test

IntroductionExcessive daytime sleepiness (EDS) is a crucial symptom that diminishes the quality of life. The primary causes of EDS are central hypersomnia, including narcolepsy type 1 (NT1), type 2 (NT2), and idiopathic hypersomnia (IH). EDS is often associated with other psychiatric disorders, part...

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Bibliographic Details
Main Authors: Takashi Maruo, Shunsuke Takagi, Sunao Uchida, Hidehiko Takahashi, Genichi Sugihara
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Psychiatry
Subjects:
excessive daytime sleepiness
time series clustering
hierarchical clustering
machine learning
data-driven approach
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1361140/full

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https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1361140/full

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