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A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
作者:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：381/68  |  提交时间：2021/05/17
Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification  
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 期号: 108756, 页码: 10
作者:  Zhao, Jianlong;  Huang, Jinjie;  Zhi, Dongmei;  Yan, Weizheng;  Ma, Xiaohong;  Yang, Xiao;  Li, Xianbin;  Ke, Qing;  Jiang, Tianzi;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(5325Kb)  |  收藏  |  浏览/下载：351/59  |  提交时间：2020/08/03
Resting-state fMRI  Generative adversarial networks (GAN)  Deep learning  Classification  Major depressive disorders  Schizophrenia  
Electroconvulsive therapy treatment responsive multimodal brain networks 期刊论文
HUMAN BRAIN MAPPING, 2020, 卷号: 41, 期号: 7, 页码: 11
作者:  Qi, Shile;  Abbott, Christopher C.;  Narr, Katherine L.;  Jiang, Rongtao;  Upston, Joel;  McClintock, Shawn M.;  Espinoza, Randall;  Jones, Tom;  Zhi, Dongmei;  Sun, Hailun;  Yang, Xiao;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(3505Kb)  |  收藏  |  浏览/下载：318/21  |  提交时间：2020/03/30
depressive episodes  electroconvulsive therapy  multimodal fusion  treatment response