Abnormal amplitude of low-frequency fluctuation values as a neuroimaging biomarker for major depressive disorder with suicidal attempts in adolescents: A resting-state fMRI and support vector machine analysis

Abnormal amplitude of low-frequency fluctuation values as a neuroimaging biomarker for major depressive disorder with suicidal attempts in adolescents: A resting-state fMRI and support vector machine analysis

ObjectiveMajor depressive disorder (MDD) is associated with suicidal attempts (SAs) among adolescents, with suicide being the most common cause of mortality in this age group. This study explored the predictive utility of support vector machine (SVM)-based analyses of amplitude of low-frequency fluc...

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Bibliographic Details
Main Authors: Yang Zhou, Yu Song, Cheng Chen, Shu Yan, Mo Chen, Tao Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Psychology
Subjects:
amplitude of low-frequency fluctuation
major depressive disorder
suicidal attempts
resting-state fMRI
support vector machine
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2023.1146944/full

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