Using graph convolutional network to characterize individuals with major depressive disorder across multiple imaging sites

Establishing objective and quantitative neuroimaging biomarkers at individual level can assist in early and accurate diagnosis of major depressive disorder (MDD). However, most previous studies using machine learning to identify MDD were based on small sample size and did not account for the brain c...

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Bibliographic Details
Published in:EBioMedicine Vol. 78; p. 103977
Main Authors: Qin, Kun, Lei, Du, Pinaya, Walter H.L., Pan, Nanfang, Li, Wenbin, Zhu, Ziyu, Sweeney, John A., Mechelli, Andrea, Gong, Qiyong
Format: Journal Article
Language:English
Published: Netherlands Elsevier B.V 01.04.2022
Elsevier
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ISSN:2352-3964, 2352-3964
Online Access:Get full text
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