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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：309/64  |  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)  
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：364/57  |  提交时间：2018/01/08
Brain Graph  Roi  Ica  Simulation  Ground Truth  
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：334/101  |  提交时间：2017/09/12
Functional Monitoring And Imaging  Multiple Imaging  Vision-contrast Sensitivity  Blood Or Tissue Constituent monitOring.  
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：178/0  |  提交时间：2017/09/12
Dynamic Connectivity  Decoding  Fmri  Global Efficiency  Brain Networks  Connectomics  Vision  Faces  Motion  
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：459/114  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction