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BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载:112/0  |  提交时间:2023/12/21
Alzheimer's disease (AD)  cognitive assessment  convolutional neural networks (CNNs)  graph neural networks  structural magnetic resonance imaging (sMRI)  
Brain imaging-based machine learning in autism spectrum disorder: methods and applications 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 14
作者:  Xu, Ming;  Calhoun, Vince;  Jiang, Rongtao;  Yan, Weizheng;  Sui, Jing
收藏  |  浏览/下载:255/0  |  提交时间:2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI  
Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 9, 页码: 2572-2584
作者:  Falakshahi, Haleh;  Vergara, Victor M.;  Liu, Jingyu;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah;  Potkin, Steven G.;  Preda, Adrian;  Rokham, Hooman;  Sui, Jing;  Turner, Jessica A.;  Plis, Sergey;  Calhoun, Vince D.
收藏  |  浏览/下载:292/0  |  提交时间:2020/09/28
Functional magnetic resonance imaging  Diseases  Graphical models  Psychiatry  Correlation  Translational research  Connectivity  covariance matrix  data fusion  default mode network  dMRI  fMRI  GGM  graphical model  joint estimation  partial correlation  precision matrix  sMRI  
Effect of the SIRT1 gene on regional cortical grey matter density in the Han Chinese population 期刊论文
The British Journal of Psychiatry, 2018, 期号: 2018, 页码: 1-5
作者:  Rao, Shuquan;  Luo, Na;  Sui, Jing;  Xu, Qi;  Zhang, Fuquan
浏览  |  Adobe PDF(352Kb)  |  收藏  |  浏览/下载:317/99  |  提交时间:2020/01/14
SIRT1  sMRI  grey matter density.  
Fusion of FMRI-sMRI-EEG by Ensemble Feature Selection Improves Classification of Schizophrenia 会议论文
, Hamburg, Germany, 2014/6/8-12
作者:  Sui Jing(隋婧);  Hao He;  Yuhui Du;  Qingbao Yu;  Jiayu Chen;  Eduardo Castro;  David A Bridwell;  Godfrey D Pearlson;  Vince D Calhoun
收藏  |  浏览/下载:118/0  |  提交时间:2018/03/09
Fmri-smri-eeg  Feature Selection Improves Classification Of Schizophrenia  
Combination of resting state fMRI, DTI, and sMRI data to discriminate schizophrenia by N-way MCCA plus jICA 期刊论文
FRONTIERS IN HUMAN NEUROSCIENCE, 2013, 卷号: 7
作者:  Sui, Jing;  He, Hao;  Yu, Qingbao;  Chen, Jiayu;  Rogers, Jack;  Pearlson, Godfrey D.;  Mayer, Andrew;  Bustillo, Juan;  Canive, Jose;  Calhoun, Vince D.
收藏  |  浏览/下载:143/0  |  提交时间:2015/08/12
Multimodal Fusion  Mcca Plus Jica  Resting State Fmri  Dti  Smri  Schizophrenia  Alff  Gm  
Function-structure associations of the brain: Evidence from multimodal connectivity and covariance studies 期刊论文
NEUROIMAGE, 2014, 卷号: 102, 期号: 1, 页码: 11-23
作者:  Sui Jing(隋婧);  Huster, Rene;  Yu, Qingbao;  Segall, Judith M.;  Calhoun, Vince D.
浏览  |  Adobe PDF(513Kb)  |  收藏  |  浏览/下载:244/47  |  提交时间:2015/08/12
Multimodal Fusion  Fmri  Smri  Diffusion Mri  Eeg  Brain Connectivity