Abnormal voxel-mirrored homotopic connectivity in first-episode major depressive disorder using fMRI: a machine learning approach

Abnormal voxel-mirrored homotopic connectivity in first-episode major depressive disorder using fMRI: a machine learning approach

ObjectiveTo explore the interhemispheric information synergy ability of the brain in major depressive disorder (MDD) patients by applying the voxel-mirrored homotopic connectivity (VMHC) method and further explore the potential clinical diagnostic value of VMHC metric by a machine learning approach....

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Bibliographic Details
Main Authors: Qing Chen, Yanmeng Bi, Weixin Yan, Shuhui Wu, Ting Xia, Yuhua Wang, Sha Huang, Chuying Zhou, Shuwen Xie, Shanshan Kuang, Wen Kong, Zhiping Lv
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Psychiatry
Subjects:
major depressive disorder
voxel-mirrored homotopic connectivity
support vector machine
functional magnetic resonance imaging
resting-state
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1241670/full

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https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1241670/full

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