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Comparing brain graphs in which nodes are regions of interest or independent components: A simulation study 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2017, 卷号: 291, 期号: 2017111, 页码: 61-68
作者:  Yu, Qingbao;  Du, Yuhui;  Chen, Jiayu;  He, Hao;  Sui, Jing;  Pearlson, Godfrey;  Calhoun, Vince D.
浏览  |  Adobe PDF(2031Kb)  |  收藏  |  浏览/下载：359/57  |  提交时间：2018/01/08
Brain Graph  Roi  Ica  Simulation  Ground Truth  
Neural Decoding of Visual Stimuli Varies with Fluctuations in Global Network Efficiency 期刊论文
HUMAN BRAIN MAPPING, 2017, 卷号: 38, 期号: 6, 页码: 3069-3080
作者:  Cocchi, Luca;  Yang, Zhengyi;  Zalesky, Andrew;  Stelzer, Johannes;  Hearne, Luke J.;  Gollo, Leonardo L.;  Mattingley, Jason B.
收藏  |  浏览/下载：175/0  |  提交时间：2017/09/12
Dynamic Connectivity  Decoding  Fmri  Global Efficiency  Brain Networks  Connectomics  Vision  Faces  Motion  
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
浏览  |  Adobe PDF(10014Kb)  |  收藏  |  浏览/下载：302/62  |  提交时间：2018/01/08
Functional Magnetic Resonance Imaging (Fmri)  Brain Functional Networks  Independent Component Analysis (Ica)  Group Information Guided Ica (gig-Ica)  Independent Vector Analysis (Iva)  
Hemispheric differences in electrical and hemodynamic responses during hemifield visual stimulation with graded contrasts 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2017, 卷号: 8, 期号: 4, 页码: 2018-2035
作者:  Si, Juanning;  Zhang, Xin;  Zhang, Yujin;  Jiang, Tianzi
浏览  |  Adobe PDF(4801Kb)  |  收藏  |  浏览/下载：322/96  |  提交时间：2017/09/12
Functional Monitoring And Imaging  Multiple Imaging  Vision-contrast Sensitivity  Blood Or Tissue Constituent monitOring.  
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
浏览  |  Adobe PDF(3297Kb)  |  收藏  |  浏览/下载：294/57  |  提交时间：2018/01/08
Bipolar Disorder  Dynamic Functional Connectivity  Functional Magnetic Resonance Imaging  Independent Component Analysis  Schizoaffective Disorder  Schizophrenia  
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：453/113  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Reconstruction of noise-driven nonlinear dynamic networks with some hidden nodes 期刊论文
Science China Physics, Mechanics & Astronomy, 2017, 页码: 070511
作者:  Chen Yang;  Zhang Zhaoyang;  Chen Tianyu;  Wang Shihong;  Hu Gang
Adobe PDF(2851Kb)  |  收藏  |  浏览/下载：80/38  |  提交时间：2023/05/04
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：276/49  |  提交时间：2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri