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Connectome-based individualized prediction of temperament trait scores 期刊论文
NEUROIMAGE, 2018, 卷号: 183, 页码: 366-374
Authors:  Jiang, Rongtao;  Calhoun, Vince D.;  Zuo, Nianming;  Lin, Dongdong;  Li, Jin;  Fan, Lingzhong;  Qi, Shile;  Sun, Hailun;  Fu, Zening;  Song, Ming;  Jiang, Tianzi;  Sui, Jing
Favorite  |  View/Download:15/0  |  Submit date:2019/01/08
Individualized prediction  Temperament traits  Functional connectivity  Reward processing  Temperament and character inventory (TCI)  
Opposite Epigenetic Associations With Alcohol Use and Exercise Intervention 期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9, 页码: 12
Authors:  Chen, Jiayu;  Hutchison, Kent E.;  Bryan, Angela D.;  Filbey, Francesca M.;  Calhoun, Vince D.;  Claus, Eric D.;  Lin, Dongdong;  Sui, Jing;  Du, Yuhui;  Liu, Jingyu
Favorite  |  View/Download:8/0  |  Submit date:2019/01/08
alcohol  exercise  methylation  impaired control  synaptic plasticity  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
Authors:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
Favorite  |  View/Download:17/0  |  Submit date:2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion 期刊论文
NATURE COMMUNICATIONS, 2018, 卷号: 9, 期号: 0, 页码: 0
Authors:  Sui, Jing;  Qi, Shile;  van Erp, Theo G. M.;  Bustillo, Juan;  Jiang, Rongtao;  Lin, Dongdong;  Turner, Jessica A.;  Damaraju, Eswar;  Mayer, Andrew R.;  Cui, Yue;  Fu, Zening;  Du, Yuhui;  Chen, Jiayu;  Potkin, Steven G.;  Preda, Adrian;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah C.;  O'Leary, Daniel S.;  McMahon, Agnes;  Jiang, Tianzi;  Calhoun, Vince D.
Favorite  |  View/Download:54/0  |  Submit date:2018/10/10
Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9
Authors:  Zhi, Dongmei;  Calhoun, Vince D.;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Fu, Zening;  Du, Yuhui;  Yang, Yongfeng;  Yang, Xiao;  Pan, Miao;  Qi, Shile;  Jiang, Rongtao;  Yu, Qingbao;  Sui, Jing
Favorite  |  View/Download:31/0  |  Submit date:2018/10/10
Major Depressive Disorder  Independent Component Analysis  Dynamic Functional Network Connectivity  Graph Theory  Resting-state Functional Magnetic Resonance Imaging  
Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 304, 页码: 24-38
Authors:  Kuang, Li-Dan;  Lin, Qiu-Hua;  Gong, Xiao-Feng;  Cong, Fengyu;  Sui, Jing;  Calhoun, Vince D.
Favorite  |  View/Download:21/0  |  Submit date:2018/10/10
Independent Component Analysis (Ica)  Complex-valued Fmri Data  Model Order  Component Splitting  Phase Data  Schizophrenia  
An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 302, 页码: 75-81
Authors:  Yao, Dongren;  Calhoun, Vince D.;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Favorite  |  View/Download:31/0  |  Submit date:2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1078-1087
Authors:  Jiang, Rongtao;  Abbott, Christopher C.;  Jiang, Tianzi;  Du, Yuhui;  Espinoza, Randall;  Narr, Katherine L.;  Wade, Benjamin;  Yu, Qingbao;  Song, Ming;  Lin, Dongdong;  Chen, Jiayu;  Jones, Thomas;  Argyelan, Miklos;  Petrides, Georgios;  Sui, Jing;  Calhoun, Vince D.
View  |  Adobe PDF(3135Kb)  |  Favorite  |  View/Download:48/0  |  Submit date:2018/01/08
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Variability in Resting State Network and Functional Network Connectivity Associated With Schizophrenia Genetic Risk: A Pilot Study 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12
Authors:  Chen, Jiayu;  Rashid, Barnaly;  Yu, Qingbao;  Liu, Jingyu;  Lin, Dongdong;  Du, Yuhui;  Sui, Jing;  Calhoun, Vince D.
Favorite  |  View/Download:24/0  |  Submit date:2018/10/10
Variability  Resting State Network  Functional Network Connectivity  Schizophrenia  Pgc  Parallel Ica  
MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder 期刊论文
BRAIN, 2018, 卷号: 141, 期号: 3, 页码: 916-926
Authors:  Qi, Shile;  Yang, Xiao;  Zhao, Liansheng;  Calhoun, Vince D.;  Perrone-Bizzozero, Nora;  Liu, Shengfeng;  Jiang, Rongtao;  Jiang, Tianzi;  Sui, Jing;  Ma, Xiaohong
View  |  Adobe PDF(1019Kb)  |  Favorite  |  View/Download:70/14  |  Submit date:2018/03/08
Major Depressive Disorder  Microrna132  Supervised Multimodal Fusion  Fronto-limbic Network  Unmedicated