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Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 9, 页码: 2572-2584
Authors:  Falakshahi, Haleh;  Vergara, Victor M.;  Liu, Jingyu;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah;  Potkin, Steven G.;  Preda, Adrian;  Rokham, Hooman;  Sui, Jing;  Turner, Jessica A.;  Plis, Sergey;  Calhoun, Vince D.
Favorite  |  View/Download:26/0  |  Submit date:2020/09/28
Functional magnetic resonance imaging  Diseases  Graphical models  Psychiatry  Correlation  Translational research  Connectivity  covariance matrix  data fusion  default mode network  dMRI  fMRI  GGM  graphical model  joint estimation  partial correlation  precision matrix  sMRI  
Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships 期刊论文
NEUROIMAGE, 2020, 卷号: 207, 期号: 116370, 页码: 11
Authors:  Jiang, Rongtao;  Zuo, Nianming;  Ford, Judith M.;  Qi, Shile;  Zhi, Dongmei;  Zhuo, Chuanjun;  Xu, Yong;  Fu, Zening;  Bustillo, Juan;  Turner, Jessica A.;  Calhoun, Vince D.;  Sui, Jing
View  |  Adobe PDF(4262Kb)  |  Favorite  |  View/Download:53/2  |  Submit date:2020/03/30
Individualized prediction  Reading comprehension  Task state  Functional connectivity  Cognitive demand  
Parallel group ICA plus ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3795-3809
Authors:  Qi, Shile;  Sui, Jing;  Chen, Jiayu;  Liu, Jingyu;  Jiang, Rongtao;  Silva, Rogers;  Iraji, Armin;  Damaraju, Eswar;  Salman, Mustafa;  Lin, Dongdong;  Fu, Zening;  Zhi, Dongmei;  Turner, Jessica A.;  Bustillo, Juan;  Ford, Judith M.;  Mathalon, Daniel H.;  Voyvodic, James;  McEwen, Sarah;  Preda, Adrian;  Belger, Aysenil;  Potkin, Steven G.;  Mueller, Bryon A.;  Adali, Tulay;  Calhoun, Vince D.
Favorite  |  View/Download:59/0  |  Submit date:2019/12/16
group independent component analysis  multimodal fusion  parallel independent component analysis  schizophrenia  subjects' variability  temporal information  
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:65/0  |  Submit date:2019/07/12
fMRI  FNC  SNPs  Bipartite graph  
Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion 期刊论文
NATURE COMMUNICATIONS, 2018, 卷号: 9, 期号: 0, 页码: 0
Authors:  Sui, Jing;  Qi, Shile;  van Erp, Theo G. M.;  Bustillo, Juan;  Jiang, Rongtao;  Lin, Dongdong;  Turner, Jessica A.;  Damaraju, Eswar;  Mayer, Andrew R.;  Cui, Yue;  Fu, Zening;  Du, Yuhui;  Chen, Jiayu;  Potkin, Steven G.;  Preda, Adrian;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah C.;  O'Leary, Daniel S.;  McMahon, Agnes;  Jiang, Tianzi;  Calhoun, Vince D.
Favorite  |  View/Download:121/0  |  Submit date:2018/10/10
Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia. 期刊论文
IEEE Trans Med Imaging., 2018, 卷号: 37(1), 期号: 201801, 页码: 93-105
Authors:  Shile Qi;  Vince D. Calhoun;  Theo G. M. van Erp;  Juan Bustillo;  Eswar Damaraju;  Jessica A. Turner;  Yuhui Du;  Jiayu Chen;  Qingbao Yu;  Daniel H. Mathalon;  Judith M. Ford;  James Voyvodic;  Bryon A. Mueller;  Aysenil Belger;  Sarah Mc Ewen;  Steven G. Potkin;  Steven G. Potkin;  Tianzi Jiang;  Sui Jing(隋婧)
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Multimodal Fusion With Reference  Mccar  Supervised Learning  Schizophrenia  Working Memory  Ica  Mccb  Cminds  
Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2018, 卷号: 37, 期号: 1, 页码: 93-105
Authors:  Qi, Shile;  Calhoun, Vince D.;  van Erp, Theo G. M.;  Bustillo, Juan;  Damaraju, Eswar;  Turner, Jessica A.;  Du, Yuhui;  Yang, Jian;  Chen, Jiayu;  Yu, Qingbao;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah;  Potkin, Steven G.;  Preda, Adrian;  Jiang, Tianzi;  Sui, Jing
Favorite  |  View/Download:124/0  |  Submit date:2018/03/09
Multimodal Fusion With Reference  Mccar  Supervised Learning  Schizophrenia  Working Memory  Ica  Mccb  Cminds  
Supervised multimodal fusion and its application in searching joint neuromarkers of working memory deficits in schizophrenia 会议论文
, Orlando, FL, USA, 2016-10-18
Authors:  Shile Qi;  Vince D. Calhoun;  Theo G. M. van Erp;  Eswar Damaraju;  Juan Bustillo;  Yuhui Du;  Jessica A. Turner;  Daniel H. Mathalon;  Judith M. Ford;  James Voyvodic;  Bryon A. Mueller;  Aysenil Belger;  Sarah Mc Ewen;  Steven G. Potkin;  Adrian Preda;  Tianzi Jiang(蒋田仔);  Sui Jing(隋婧)
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