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A method for building a genome-connectome bipartite graph model 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2019, 卷号: 320, 页码: 64-71
Authors:  Yu, Qingbao;  Chen, Jiayu;  Du, Yuhui;  Sui, Jing;  Damaraju, Eswar;  Turner, Jessica A.;  van Erp, Theo G. M.;  Macciardi, Fabio;  Belger, Aysenil;  Ford, Judith M.;  McEwen, Sarah;  Mathalon, Daniel H.;  Mueller, Bryon A.;  Preda, Adrian;  Vaidya, Jatin;  Pearlson, Godfrey D.;  Calhoun, Vince D.
Favorite  |  View/Download:18/0  |  Submit date:2019/07/12
fMRI  FNC  SNPs  Bipartite graph  
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:39/0  |  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:53/0  |  Submit date:2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
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, 期号: ****, 页码: ***
Authors:  Yao, Dongren;  Vince, D. Calhoun;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Favorite  |  View/Download:108/0  |  Submit date:2018/03/23
Multi-class Classification  Feature Selection  Alzheimer’s Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
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
Authors:  Yu, Qingbao;  Du, Yuhui;  Chen, Jiayu;  He, Hao;  Sui, Jing;  Pearlson, Godfrey;  Calhoun, Vince D.
View  |  Adobe PDF(2031Kb)  |  Favorite  |  View/Download:105/16  |  Submit date:2018/01/08
Brain Graph  Roi  Ica  Simulation  Ground Truth  
DiffusionKit: A light one-stop solution for diffusion MRI data analysis 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2016, 卷号: 273, 期号: 273, 页码: 107-119
Authors:  Xie, Sangma;  Chen, Liangfu;  Zuo, Nianming;  Jiang, Tianzi
View  |  Adobe PDF(4021Kb)  |  Favorite  |  View/Download:126/43  |  Submit date:2017/01/05
Diffusion Mri  Dti  Hardi  Anatomical Connectivity  Diffusionkit  
Multi-subject fMRI analysis via combined independent component analysis and shift-invariant canonical polyadic decomposition 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2015, 卷号: 256, 页码: 127-140
Authors:  Kuang, Li-Dan;  Lin, Qiu-Hua;  Gong, Xiao-Feng;  Cong, Fengyu;  Sui, Jing;  Calhoun, Vince D.
Favorite  |  View/Download:105/0  |  Submit date:2016/03/19
Canonical Polyadic Decomposition (Cpd)  Independent Component Analysis (Ica)  Multi-subject Fmri Data  Inter-subject Variability  Tensor Pica  Shift-invariant Cp (sCp)  
Automatic segmentation of the lateral geniculate nucleus: Application tocontrol and glaucoma patients 期刊论文
Journal of Neuroscience Methods, 2015, 卷号: 255, 页码: 104-114
Authors:  Jieqiong Wang;  Wen Miao;  Jing Li;  Meng Li;  Zonglei Zhen;  Bernhard Sabel;  Junfang Xian;  *Huiguang He
Favorite  |  View/Download:62/0  |  Submit date:2018/02/14
Automatic segmentation of the lateral geniculate nucleus: Application to control and glaucoma patients 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2015, 卷号: 255, 期号: 2015, 页码: 104-114
Authors:  Wang, Jieqiong;  Miao, Wen;  Li, Jing;  Li, Meng;  Zhen, Zonglei;  Sabel, Bernhard;  Xian, Junfang;  He, Huiguang
View  |  Adobe PDF(2097Kb)  |  Favorite  |  View/Download:94/11  |  Submit date:2016/01/18
Automatic Segmentation  Lgn  Structural Mri  Vision  
Optimizing affinity measures for parcellating brain structures based on resting state fMRI data: A validation on medial superior frontal cortex 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2014, 卷号: 237, 页码: 90-102
Authors:  Cheng, Hewei;  Wu, Hong;  Fan, Yong
Favorite  |  View/Download:72/0  |  Submit date:2015/08/12
Fmri  Functional Connectivity  Affinity Measure  Constrained Bi-level Programming Optimization  Brain Parcellation  Normalized Cut