Novel insight into prediction model for sleep quality among college students: a LASSO-derived sleep evaluation

Novel insight into prediction model for sleep quality among college students: a LASSO-derived sleep evaluation

BackgroundSleep disturbance has become a significant concern among college students, as it can lead to various mental and physical disorders. This study aims to provide a fresh perspective by developing and validating a predictive model for sleep quality among college students.MethodsData from 20,64...

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Bibliographic Details
Main Authors: Ling Yao, Qingquan Chen, Kang Yang, Zhihua Zheng, Zhihan Chen, Danna Wang, Yining Xia, Dingquan Chen, Lufeng Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Psychiatry
Subjects:
sleep quality
college students
machine learning
LASSO regression
PSQI
ANN
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1585732/full
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