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Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
作者:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：383/63  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Pairwise Interactions among Brain Regions Organize Large-Scale Functional Connectivity during Execution of Various Tasks 期刊论文
NEUROSCIENCE, 2019, 卷号: 412, 页码: 190-206
作者:  Niu, Weikun;  Huang, Xuhui;  Xu, Kaibin;  Jiang, Tianzi;  Yu, Shan
Adobe PDF(7177Kb)  |  收藏  |  浏览/下载：376/67  |  提交时间：2019/12/16
task state fMRI  pairwise correlation  functional network  neural network model  
Core networks and their reconfiguration patterns across cognitive loads 期刊论文
HUMAN BRAIN MAPPING, 2018, 卷号: 39, 期号: 9, 页码: 3546-3557
作者:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
浏览  |  Adobe PDF(1205Kb)  |  收藏  |  浏览/下载：340/62  |  提交时间：2018/10/10
Brain Network  Functional Connectivity  Functional Mri  Network Reconfiguration  Working Memory  
Prognostication of chronic disorders of consciousness using brain functional networks and clinical characteristics 期刊论文
eLife, 2018, 卷号: 2018, 期号: 7, 页码: e36173
作者:  Song Ming;  Yi Yang;  Jianghong He;  Zhengyi Yang;  Shan Yu;  Qiuyou Xie;  Xiaoyu Xia;  Yuanyuan Dang;  Qiang Zhang;  Xinhuai Wu;  Yue Cui;  Bing Hou;  Ronghao Yu;  Ruxiang Xu;  Tianzi Jiang
浏览  |  Adobe PDF(7400Kb)  |  收藏  |  浏览/下载：454/79  |  提交时间：2018/10/11
Disorders Of Consciousness  Prognosis  Resting State Fmri  Functional Connectivity  Brain Network  
Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia. 期刊论文
IEEE Trans Med Imaging., 2018, 卷号: 37(1), 期号: 201801, 页码: 93-105
作者:  Shile Qi;  Vince D. Calhoun;  Theo G. M. van Erp;  Juan Bustillo;  Eswar Damaraju;  Jessica A. Turner;  Yuhui Du;  Jiayu Chen;  Qingbao Yu;  Daniel H. Mathalon;  Judith M. Ford;  James Voyvodic;  Bryon A. Mueller;  Aysenil Belger;  Sarah Mc Ewen;  Steven G. Potkin;  Steven G. Potkin;  Tianzi Jiang;  Sui Jing(隋婧)
浏览  |  Adobe PDF(1484Kb)  |  收藏  |  浏览/下载：487/130  |  提交时间：2018/01/08
Multimodal Fusion With Reference  Mccar  Supervised Learning  Schizophrenia  Working Memory  Ica  Mccb  Cminds  
Identifying intrinsic connectivity network pattern during propofol-induced loss of consciousness: a multivariate analysis 会议论文
ICBISP conference proceedings, 北京, 2015-11-19
作者:  Li, Huandong;  Liu, Xiaoyuan;  Jie, Nanfeng;  Zhu, Maohu;  Jiang, Tianzi
Adobe PDF(407Kb)  |  收藏  |  浏览/下载：348/66  |  提交时间：2016/01/21
Propofol  Functional Mri  Svm-foba  Feature Selection  Consciousness  
Different interaction modes for the default mode network revealed by resting state functional magnetic resonance imaging 期刊论文
EUROPEAN JOURNAL OF NEUROSCIENCE, 2016, 卷号: 43, 期号: 1, 页码: 78-88
作者:  Zuo, Nianming;  Song, Ming;  Fan, Lingzhong;  Eickhoff, Simon B.;  Jiang, Tianzi
浏览  |  Adobe PDF(6024Kb)  |  收藏  |  浏览/下载：213/38  |  提交时间：2016/03/19
Default Mode Network  Functional Magnetic Resonance Imaging  Human  Linear  Nonlinear  
Aberrant intra- and inter-network connectivity architectures in Alzheimer's disease and mild cognitive impairment 期刊论文
SCIENTIFIC REPORTS, 2015, 卷号: 5, 期号: 6, 页码: 1-12
作者:  Wang, Pan;  Zhou, Bo;  Yao, Hongxiang;  Zhan, Yafeng;  Zhang, Zengqiang;  Cui, Yue;  Xu, Kaibin;  Ma, Jianhua;  Wang, Luning;  An, Ningyu;  Zhang, Xi;  Liu, Yong;  Jiang, Tianzi;  Yong Liu
浏览  |  Adobe PDF(1206Kb)  |  收藏  |  浏览/下载：417/116  |  提交时间：2015/11/12
Default-mode Network  
Altered Resting-State Network Connectivity in Congenital Blind 期刊论文
HUMAN BRAIN MAPPING, 2014, 卷号: 35, 期号: 6, 页码: 2573-2581
作者:  Wang, Dawei;  Qin, Wen;  Liu, Yong;  Zhang, Yunting;  Jiang, Tianzi;  Yu, Chunshui;  Yu C
Adobe PDF(399Kb)  |  收藏  |  浏览/下载：334/97  |  提交时间：2015/08/12
Congenital Blind  Resting-state Network  Mri  Independent Component Analysis  
A review of EEG and MEG for brainnetome research 期刊论文
COGNITIVE NEURODYNAMICS, 2014, 卷号: 8, 期号: 2, 页码: 87-98
作者:  Zhang, Xin;  Lei, Xu;  Wu, Ting;  Jiang, Tianzi;  Tianzi Jiang
浏览  |  Adobe PDF(391Kb)  |  收藏  |  浏览/下载：264/49  |  提交时间：2015/08/12
Eeg  Meg  Brainnetome  Brain Network