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Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series 期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:  Yan, Weizheng;  Zhao, Min;  Fu, Zening;  Pearlson, Godfrey D.;  Sui, Jing;  Calhoun, Vince D.
收藏  |  浏览/下载:212/0  |  提交时间:2022/07/25
Deep learning  FMRI  Schizophrenia  Bipolar disorder  Schizoaffective disorder  
Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples 期刊论文
CURRENT OPINION IN NEUROLOGY, 2021, 卷号: 34, 期号: 4, 页码: 469-479
作者:  Calhoun, Vince D.;  Pearlson, Godfrey D.;  Sui, Jing
收藏  |  浏览/下载:177/0  |  提交时间:2021/08/15
data driven  data fusion  dynamics  multimodal  neuroimaging biomarkers  
Structural Brain Architectures Match Intrinsic Functional Networks and Vary across Domains: A Study from 15 000+Individuals 期刊论文
CEREBRAL CORTEX, 2020, 卷号: 30, 期号: 10, 页码: 5460-5470
作者:  Luo, Na;  Sui, Jing;  Abrol, Anees;  Chen, Jiayu;  Turner, Jessica A.;  Damaraju, Eswar;  Fu, Zening;  Fan, Lingzhong;  Lin, Dongdong;  Zhuo, Chuanjun;  Xu, Yong;  Glahn, David C.;  Rodrigue, Amanda L.;  Banich, Marie T.;  Pearlson, Godfrey D.;  Calhoun, Vince D.
收藏  |  浏览/下载:221/0  |  提交时间:2021/01/07
intrinsic brain networks  independent component analysis (ICA)  structure-function coherence  unimodal cortex  heteromodal association cortex  
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
作者:  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.
收藏  |  浏览/下载:349/0  |  提交时间:2019/07/12
fMRI  FNC  SNPs  Bipartite graph  
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:352/55  |  提交时间:2018/01/08
Brain Graph  Roi  Ica  Simulation  Ground Truth  
Building an EEG-fMRI Multi-Modal Brain Graph: A Concurrent EEG-fMRI Study 期刊论文
FRONTIERS IN HUMAN NEUROSCIENCE, 2016, 卷号: 10
作者:  Yu, Qingbao;  Wu, Lei;  Bridwell, David A.;  Erhardt, Erik B.;  Du, Yuhui;  He, Hao;  Chen, Jiayu;  Liu, Peng;  Sui, Jing;  Pearlson, Godfrey;  Calhoun, Vince D.
收藏  |  浏览/下载:268/0  |  提交时间:2016/12/26
Eeg-fmri  Dynamic  Multi-modal  Brain Graph  Ica  
Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach 期刊论文
SCHIZOPHRENIA RESEARCH, 2016, 卷号: 170, 期号: 1, 页码: 55-65
作者:  Du, Yuhui;  Pearlson, Godfrey D.;  Yu, Qingbao;  He, Hao;  Lin, Dongdong;  Sui, Jing;  Wu, Lei;  Calhoun, Vince D.
收藏  |  浏览/下载:256/0  |  提交时间:2016/03/19
Dynamic Functional Connectivity  Default Mode Network  Fmri  Schizophrenia  Connectivity States  
In Search of Multimodal Neuroimaging Biomarkers of Cognitive Deficits in Schizophrenia 期刊论文
BIOLOGICAL PSYCHIATRY, 2015, 卷号: 78, 期号: 11, 页码: 794-804
作者:  Sui, Jing;  Pearlson, Godfrey D.;  Du, Yuhui;  Yu, Qingbao;  Jones, Thomas R.;  Chen, Jiayu;  Jiang, Tianzi;  Bustillo, Juan;  Calhoun, Vince D.
收藏  |  浏览/下载:219/0  |  提交时间:2016/01/18
Diffusion Magnetic Resonance Imaging (Dmri)  Functional Magnetic Resonance Imaging (Fmri)  Gray Matter  Matrics Consensus Cognitive Battery (Mccb)  Multimodal Fusion  Schizophrenia  
A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders 期刊论文
NEUROIMAGE, 2015, 卷号: 122, 页码: 272-280
作者:  Du, Yuhui;  Pearlson, Godfrey D.;  Liu, Jingyu;  Sui, Jing;  Yu, Qingbao;  He, Hao;  Castro, Eduardo;  Calhoun, Vince D.
收藏  |  浏览/下载:232/0  |  提交时间:2016/01/18
Schizophrenia  Bipolar Disorder  Schizoaffective Disorder  Resting-state Brain Intrinsic Networks  Independent Component Analysis  Functional Magnetic Resonance Imaging  
State-related functional integration and functional segregation brain networks in schizophrenia 期刊论文
SCHIZOPHRENIA RESEARCH, 2013, 卷号: 150, 期号: 2-3, 页码: 450-458
作者:  Yu, Qingbao;  Sui, Jing;  Kiehl, Kent A.;  Pearlson, Godfrey;  Calhoun, Vince D.
收藏  |  浏览/下载:175/0  |  提交时间:2015/08/12
Brain Graph  Brain State  Integration  Segregation  Schizophrenia  Ica