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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：314/0  |  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  
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：273/48  |  提交时间：2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri  
Support Vector Machine Identifies A Set Of Metabolites In Plasma That Predict Rapid Fev1 Decline In Humans And Mice 期刊论文
B58.BIG AND BIGGER (DATA): OMICS AND BIOMARKERS OF COPD AND OTHER CHRONIC LUNG DISEASES, 2016, 期号: 2016, 页码: A4068
作者:  Hans Petersen;  Sui Jing(隋婧);  Sergey Plis;  Yohannes Tesfaigzi
收藏  |  浏览/下载：117/0  |  提交时间：2018/01/11
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Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling 期刊论文
IEEE Journal of Selected Topics in Signal Processing, 2016, 卷号: 7, 期号: 10, 页码: 1134-1149
作者:  Rogers F. Silva;  Sergey M. Plis;  Sui Jing(隋婧);  Marios S. Pattichis;  Tülay Adalı;  Vince D. Calhoun
浏览  |  Adobe PDF(971Kb)  |  收藏  |  浏览/下载：254/60  |  提交时间：2018/01/08
Bss  Neuroimaging  Unimodal  Multimodality  Multiset Data Analysis  Overview  Subspace  Unify  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：443/107  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
High-order interactions observed in multi-task intrinsic networks are dominant indicators of aberrant brain function in schizophrenia 期刊论文
NEUROIMAGE, 2014, 卷号: 102, 页码: 35-48
作者:  Plis, Sergey M.;  Sui, Jing;  Lane, Terran;  Roy, Sushmita;  Clark, Vincent P.;  Potluru, Vamsi K.;  Huster, Rene J.;  Michael, Andrew;  Sponheim, Scott R.;  Weisend, Michael P.;  Calhoun, Vince D.
收藏  |  浏览/下载：232/0  |  提交时间：2015/08/12
Nonparametric Estimators  Fmri  High-order Interactions  Multi-task Data