Construction of a resting EEG-based depression recognition model for college students and possible mechanisms of action of different types of exercise

Autor:	Lili Li, Peng Wang, Shufan Li, Qun Zhao, Zhaosong Yin, Wei Guan, Sicheng Chen, Xing Wang, Jinlin Liao
Jazyk:	angličtina
Rok vydání:	2023
Předmět:	College students Depression EEG Exercise Logistic regression Mechanisms Psychiatry RC435-571
Zdroj:	BMC Psychiatry, Vol 23, Iss 1, Pp 1-14 (2023)
Druh dokumentu:	article
ISSN:	1471-244X
DOI:	10.1186/s12888-023-05352-0
Popis:	Abstract Objectives To investigate the method of resting EEG assessment of depressive symptoms in college students and to clarify the relationship between physical activity level and depressive symptoms in college students. Methods Using a cross-sectional study design, 140 current full-time college students were recruited to complete the Self-Rating Depression Scale and the International Physical Activity Questionnaire, and 10-min resting EEGs were obtained. Results 1) The power values of δ and α2 in the central (C3, C4) and parietal (P3, P4) regions of depressed college students were significantly higher than those of normal college students. And the degree of lateralization of δ, θ, α1, and α2 in the prefrontal regions (F3, F4) of depressed college students was significantly higher than that of normal college students (all P
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