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Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
Authors:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  Favorite  |  View/Download:141/10  |  Submit date:2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
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
Authors:  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
Favorite  |  View/Download:52/0  |  Submit date:2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri  
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
Authors:  Rogers F. Silva;  Sergey M. Plis;  Sui Jing(隋婧);  Marios S. Pattichis;  Tülay Adalı;  Vince D. Calhoun
View  |  Adobe PDF(971Kb)  |  Favorite  |  View/Download:46/7  |  Submit date:2018/01/08
Bss  Neuroimaging  Unimodal  Multimodality  Multiset Data Analysis  Overview  Subspace  Unify  
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
Authors:  Hans Petersen;  Sui Jing(隋婧);  Sergey Plis;  Yohannes Tesfaigzi
Favorite  |  View/Download:26/0  |  Submit date:2018/01/11
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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
Authors:  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.
Favorite  |  View/Download:113/0  |  Submit date:2015/08/12
Nonparametric Estimators  Fmri  High-order Interactions  Multi-task Data