What goes on when the lights go off? Using machine learning techniques to characterize a child’s settling down period

What goes on when the lights go off? Using machine learning techniques to characterize a child’s settling down period

ObjectivesCurrent approaches to objective measurement of sleep disturbances in children overlook the period prior to sleep, or the settling down time. Using machine learning techniques, we identified key features that characterize differences in activity during the settling down period that differen...

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Bibliographic Details
Main Authors: Deniz Kocanaogullari, Murat Akcakaya, Roxanna Bendixen, Adriane M. Soehner, Amy G. Hartman
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Network Physiology
Subjects:
actigraphy
sleep
sleep onset delay
children
machine learning
sensory sensitivity
Online Access:https://www.frontiersin.org/articles/10.3389/fnetp.2025.1519407/full
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https://www.frontiersin.org/articles/10.3389/fnetp.2025.1519407/full

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