Multivariate Classification of Major Depressive Disorder Using the Effective Connectivity and Functional Connectivity

Major depressive disorder (MDD) is a mental disorder characterized by at least 2 weeks of low mood, which is present across most situations. Diagnosis of MDD using rest-state functional magnetic resonance imaging (fMRI) data faces many challenges due to the high dimensionality, small samples, noisy...

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Bibliographic Details
Main Authors: Xiangfei Geng, Junhai Xu, Baolin Liu, Yonggang Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-02-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2018.00038/full