3D FRN-ResNet: An Automated Major Depressive Disorder Structural Magnetic Resonance Imaging Data Identification Framework

Major Depressive Disorder (MDD) is the most prevalent psychiatric disorder, seriously affecting people’s quality of life. Manually identifying MDD from structural magnetic resonance imaging (sMRI) images is laborious and time-consuming due to the lack of clear physiological indicators. With the deve...

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Detalhes bibliográficos
Main Authors: Jialin Hong, Yueqi Huang, Jianming Ye, Jianqing Wang, Xiaomei Xu, Yan Wu, Yi Li, Jialu Zhao, Ruipeng Li, Junlong Kang, Xiaobo Lai
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-05-01
Colecção:Frontiers in Aging Neuroscience
Assuntos:
major depressive disorder
deep learning
feature graph reconstruction network
structural magnetic resonance imaging
automated identification
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fnagi.2022.912283/full
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