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CASIA OpenIR
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An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者:  Miin Zhao;  Weizheng Yan;  Na Luo;  Dongmei Zhi;  Zening Fu;  Yuhui Du;  Shan Yu;  Tianzi Jiang;  Vince D. Calhoun;  Jing Sui
Adobe PDF(3010Kb)  |  收藏  |  浏览/下载：58/24  |  提交时间：2024/06/17
Multimodal brain deficits shared in early-onset and adult-onset schizophrenia predict positive symptoms regardless of illness stage 期刊论文
HUMAN BRAIN MAPPING, 2022, 页码: 12
作者:  Feng, Aichen;  Luo, Na;  Zhao, Wentao;  Calhoun, Vince D.;  Jiang, Rongtao;  Zhi, Dongmei;  Shi, Weiyang;  Jiang, Tianzi;  Yu, Shan;  Xu, Yong;  Liu, Sha;  Sui, Jing
收藏  |  浏览/下载：319/0  |  提交时间：2022/06/10
early-onset schizophrenia (EOS)  MRI  multimodal fusion  PANSS  symptom prediction  
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：461/68  |  提交时间：2020/08/03
Resting-state fMRI  Generative adversarial networks (GAN)  Deep learning  Classification  Major depressive disorders  Schizophrenia  
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：447/74  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population 期刊论文
SCHIZOPHRENIA BULLETIN, 2019, 卷号: 45, 期号: 2, 页码: 436-449
作者:  Liu, Shengfeng;  Wang, Haiying;  Song, Ming;  Lv, Luxian;  Cui, Yue;  Liu, Yong;  Fan, Lingzhong;  Zuo, Nianming;  Xu, Kaibin;  Du, Yuhui;  Yu, Qingbao;  Luo, Na;  Qi, Shile;  Yang, Jian;  Xie, Sangma;  Li, Jian;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Hao;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Calhoun, Vince D.;  Jiang, Tianzi;  Sui, Jing
浏览  |  Adobe PDF(1469Kb)  |  收藏  |  浏览/下载：534/109  |  提交时间：2019/07/12
multimodal fusion  resting-state fMRI  schizophrenia  auditory hallucination  functional network connectivity (FNC)  structural MRI  diffusion MRI  MCCA plus jICA  
Resting-state functional network connectivity in prefrontal regions differs between unmedicated patients with bipolar and major depressive disorders 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2016, 卷号: 190, 页码: 483-493
作者:  He, Hao;  Yu, Qingbao;  Du, Yuhui;  Vergara, Victor;  Victor, Teresa A.;  Drevets, Wayne C.;  Savitz, Jonathan B.;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
收藏  |  浏览/下载：217/0  |  提交时间：2016/03/19
Bipolar Disorders (Bd)  Major Depressive Disorder (Mdd)  Functional Network Connectivity (Fnc)  Graph Theory  Resting-state Fmri  Brain Networks  
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：310/56  |  提交时间：2015/08/12
Eeg  Meg  Brainnetome  Brain 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
浏览  |  Adobe PDF(399Kb)  |  收藏  |  浏览/下载：384/114  |  提交时间：2015/08/12
Congenital Blind  Resting-state Network  Mri  Independent Component Analysis