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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
An attention-based hybrid deep learning framework integrating temporal coherence and dynamics for discriminating schizophrenia 会议论文
, France, April 13-16, 2021
作者:  Min Zhao;  Weizheng Yan;  Dongmei Zhi;  Rongtao Jiang;  Yujin Zhang;  Tianzi Jiang;  Vince D Calhoun;  Jing Sui
Adobe PDF(687Kb)  |  收藏  |  浏览/下载：56/19  |  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：460/68  |  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 fMRI Measures Are Associated with Assessed by the MATRICS Consensus Cognitive Battery Cognitive Deficits in Schizophrenia 会议论文
, Orlando, USA, 2015/2/22-26
作者:  Hao He;  Bustillo Juan R;  Yuhui Du;  Qingbao Yu.;  Jones Thomas R;  Tianzi Jiang;  Vince D Calhoun;  Sui Jing(隋婧)
收藏  |  浏览/下载：215/0  |  提交时间：2018/03/09
Resting Fmri  Cognitive Battery Cognitive Deficits  Schizophrenia  
Discriminating Schizophrenia from Normal Controls Using Resting State Functional Network Connectivity: A Deep Neural Network and Layer-Wise Relevance Propagation Method 会议论文
, Tokyo,Japan, 2017/9/25-28
作者:  Weizheng Yan;  Sergey Plis;  Vince D Calhoun;  Shengfeng Liu;  Rongtao Jiang;  Tian-Zi Jiang;  Sui Jing(隋婧);  Sui Jing(隋婧)(1);  Tianzi Jiang
浏览  |  Adobe PDF(940Kb)  |  收藏  |  浏览/下载：305/61  |  提交时间：2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri  
Resting fMRI measures are associated with cognitive deficits in schizophrenia assessed by the MATRICS consensus cognitive battery 会议论文
, USA, 2015 2
作者:  Hao He;  Juan Bustillo;  Yuhui Du;  Qingbao Yu;  Thomas R. Jones;  Tianzi Jiang;  Vince D. Calhoun;  Sui Jing(隋婧)
浏览  |  Adobe PDF(951Kb)  |  收藏  |  浏览/下载：310/89  |  提交时间：2018/01/08
Functional Mri  Independent Component Analysis (Ica)  Functional Network Connectivity (Fnc)  Matrics  
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