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Discriminating Bipolar Disorder from Major Depression using 期刊论文
Journal of Signal Processing Systems, 2016, 期号: 2016, 页码: 1-13
作者:  Nanfeng Jie;  Elizabeth A. Osuch;  Maohu Zhu;  Michael Wammes;  Xiaoying Ma;  Tianzi Jiang;  Sui Jing(隋婧);  Vince D. Calhoun
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Feature Selection Svm-foba Bipolar Disorder Major Depression Disorder Functional Connectivity  
Multimodal classification of schizophrenia patients with MEG and fMRI data using static and dynamic connectivity measures 期刊论文
Frontiers in Neuroscience, 2016, 卷号: 10, 期号: 2016, 页码: 466
作者:  Mustafa S.Cetin;  JonM.Houck;  BarnalyRashid;  OktayAgacoglu;  Julia M.Stephen;  Sui Jing(隋婧);  Jose Canive;  AndyMayer;  CherylAine;  Juan R.Bustillo;  VinceD.Calhoun
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Connectivity  Fmri  Meg  Schizophrenia  Static And Dynamic Functional Connectivity  Classification  
Multimodal fusion of brain imaging data: A key to finding the missing link (s) in complex mental illness 期刊论文
Biol Psychiatry Cogn Neurosci Neuroimaging., 2016, 卷号: 3, 期号: 1, 页码: 230-244
作者:  Vince D Calhoun;  Sui Jing(隋婧)
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Data Fusion  Psychosis  Connectivity  Brain Function  Schizophrenia  Independent Component Analysis  
Multimodal neural correlates of cognitive control in the Human Connectome Project 期刊论文
NEUROIMAGE, 2017, 卷号: 163, 期号: 2017-12, 页码: 41-54
作者:  Lerman-Sinkoff, Dov B.;  Sui, Jing;  Rachakonda, Srinivas;  Kandala, Sridhar;  Calhoun, Vince D.;  Barch, Deanna M.
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Cognitive Control  Mcca Plus Jica  Multimodal Fusion  
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
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Bss  Neuroimaging  Unimodal  Multimodality  Multiset Data Analysis  Overview  Subspace  Unify  
Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data 期刊论文
FRONTIERS IN NEUROSCIENCE, 2017, 卷号: 11, 期号: 2017-5-19, 页码: 267
作者:  Du, Yuhui;  Lin, Dongdong;  Yu, Qingbao;  Sui, Jing;  Chen, Jiayu;  Rachakonda, Srinivas;  Adali, Tulay;  Calhoun, Vince D.;  Yuhui Du
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Functional Magnetic Resonance Imaging (Fmri)  Brain Functional Networks  Independent Component Analysis (Ica)  Group Information Guided Ica (gig-Ica)  Independent Vector Analysis (Iva)  
Identifying dynamic functional connectivity biomarkers using GIG‐ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder 会议论文
, Canada, 2017-3-10
作者:  Yuhui Du;  Godfrey D. Pearlson;  Dongdong Lin;  Sui Jing(隋婧);  Jiayu Chen;  Mustafa Salman;  Carol A. Tamminga;  Elena I. Ivleva;  John A. Sweeney;  Matcheri S. Keshavan;  Brett A. Clementz;  Juan Bustillo;  Vince D. Calhoun
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Bipolar Disorder  Dynamic Functional Connectivity  Functional Magnetic Resonance Imaging  Independent Component Analysis  Schizoaffective Disorder  Schizophrenia  
Inter and intra-hemispheric structural imaging markers predict depression relapse after electroconvulsive therapy: a multisite study 期刊论文
TRANSLATIONAL PSYCHIATRY, 2017, 卷号: 7, 期号: 12, 页码: 1270
作者:  Wade, Benjamin S. C.;  Sui, Jing;  Hellemann, Gerhard;  Leaver, Amber M.;  Espinoza, Randall T.;  Woods, Roger P.;  Abbott, Christopher C.;  Joshi, Shantanu H.;  Narr, Katherine L.
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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
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载:472/118  |  提交时间:2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction