The classification of brain network for major depressive disorder patients based on deep graph convolutional neural network

The classification of brain network for major depressive disorder patients based on deep graph convolutional neural network

IntroductionThe early diagnosis of major depressive disorder (MDD) is very important for patients that suffer from severe and irreversible consequences of depression. It has been indicated that functional connectivity (FC) analysis based on functional magnetic resonance imaging (fMRI) data can provi...

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Bibliographic Details
Main Authors: Manyun Zhu, Yu Quan, Xuan He
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Human Neuroscience
Subjects:
deep graph convolutional neural network
major depressive disorder
brain disease classification
functional connectivity
multi-site
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2023.1094592/full

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https://www.frontiersin.org/articles/10.3389/fnhum.2023.1094592/full

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