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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：48/20  |  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：50/19  |  提交时间：2024/06/17
Anterior-Posterior Hippocampal Dynamics Support Working Memory Processing 期刊论文
JOURNAL OF NEUROSCIENCE, 2022, 卷号: 42, 期号: 3, 页码: 443-453
作者:  Li, Jin;  Cao, Dan;  Dimakopoulos, Vasileios;  Shi, Weiyang;  Yu, Shan;  Fan, Lingzhong;  Stieglitz, Lennart;  Imbach, Lukas;  Sarnthein, Johannes;  Jiang, Tianzi
Adobe PDF(1902Kb)  |  收藏  |  浏览/下载：326/62  |  提交时间：2022/03/17
hippocampus  intracranial EEG  longitudinal axis  working memory  
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：456/68  |  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：446/73  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Multi-Scale Expressions of One Optimal State Regulated by Dopamine in the Prefrontal Cortex 期刊论文
Frontiers in physiology, 2019, 卷号: 10, 期号: 113, 页码: 3389
作者:  Guyue Hu;  Xuhui Huang;  Tianzi Jiang;  Shan Yu
Adobe PDF(3183Kb)  |  收藏  |  浏览/下载：286/48  |  提交时间：2019/04/08
Optimal States  E/I Balance  Dopamine  The PFC  Working Memory  Criticality  
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：304/60  |  提交时间：2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri  
Identifying functional subdivisions in the human brain using meta-analytic activation modeling-based parcellation 期刊论文
NEUROIMAGE, 2016, 卷号: 124, 期号: Part A, 页码: 300-309
作者:  Yang, Yong;  Fan, Lingzhong;  Chu, Congying;  Zhuo, Junjie;  Wang, Jiaojian;  Fox, Peter T.;  Eickhoff, Simon B.;  Jiang, Tianzi
浏览  |  Adobe PDF(2240Kb)  |  收藏  |  浏览/下载：396/91  |  提交时间：2016/03/19
Meta-analysis  Activation Modeling  Parcellation  Neuroimaging  Behavior Domain  
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  
Less Efficient Information Transfer in Cys-Allele Carriers of DISC1: A Brain Network Study Based on Diffusion MRI 期刊论文
CEREBRAL CORTEX, 2013, 卷号: 23, 期号: 7, 页码: 1715-1723
作者:  Li, Yonghui;  Liu, Bing;  Hou, Bing;  Qin, Wen;  Wang, Dawei;  Yu, Chunshui;  Jiang, Tianzi
Adobe PDF(3926Kb)  |  收藏  |  浏览/下载：332/47  |  提交时间：2015/08/12
Fiber Tractography  Gene  Neuroimaging  Schizophrenia  White Matter