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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  
Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients 期刊论文
ACTA PSYCHIATRICA SCANDINAVICA, 2018, 卷号: 138, 期号: 5, 页码: 472-482
作者:  Osuch, E.;  Gao, S.;  Wammes, M.;  Theberge, J.;  Willimason, P.;  Neufeld, R. J.;  Du, Y.;  Sui, J.;  Calhoun, V.
浏览  |  Adobe PDF(1446Kb)  |  收藏  |  浏览/下载：459/54  |  提交时间：2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
Impact of PICALM and CLU on Hippocampal Degeneration 期刊论文
HUMAN BRAIN MAPPING, 2016, 卷号: 37, 期号: 7, 页码: 2419-2430
作者:  Yang, Xianfeng;  Li, Jin;  Liu, Bing;  Li, Yonghui;  Jiang, Tianzi
浏览  |  Adobe PDF(470Kb)  |  收藏  |  浏览/下载：421/109  |  提交时间：2016/04/06
Picalm  Clu  Interaction  Hippocampus  Alzheimer's Disease  
Diffeomorphic Metric Landmark Mapping Using Stationary Velocity Field Parameterization 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2015, 卷号: 115, 期号: 2, 页码: 69-86
作者:  Yang, Xianfeng;  Li, Yonghui;  Reutens, David;  Jiang, Tianzi
收藏  |  浏览/下载：234/0  |  提交时间：2015/11/12
Computational Anatomy  Diffeomorphic Metric Mapping  Stationary Parameterization  Landmark Matching  Metric Approximation  
Discriminant analysis of functional connectivity patterns on Grassmann manifold 期刊论文
NEUROIMAGE, 2011, 卷号: 56, 期号: 4, 页码: 2058-2067
作者:  Fan, Yong;  Liu, Yong;  Wu, Hong;  Hao, Yihui;  Liu, Haihong;  Liu, Zhening;  Jiang, Tianzi
收藏  |  浏览/下载：179/0  |  提交时间：2015/08/12
Fmri  Resting-state  Functional Connectivity Patterns  Grassmann Manifold  Discriminant Analysis  Schizophrenia