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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  
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
作者:  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.
收藏  |  浏览/下载:311/0  |  提交时间: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  
Multimodal Fusion Signature as Transdiagnostic Psychiatric Biomarker 期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 卷号: 87, 期号: 9, 页码: S37-S37
作者:  Calhoun, Vince;  Sui, Jing;  Qi, Shile
收藏  |  浏览/下载:157/0  |  提交时间:2020/09/07
Data Fusion  Psychopathology  Schizophrenia  Brain Imaging  Multimodal Imaging  
Multimodal fusion of brain imaging data: A key to finding the missing link (s) in complex mental illness 期刊论文
Biol Psychiatry Cogn Neurosci Neuroimaging., 2016, 卷号: 3, 期号: 1, 页码: 230-244
作者:  Vince D Calhoun;  Sui Jing(隋婧)
浏览  |  Adobe PDF(2991Kb)  |  收藏  |  浏览/下载:214/53  |  提交时间:2018/01/08
Data Fusion  Psychosis  Connectivity  Brain Function  Schizophrenia  Independent Component Analysis  
Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness 期刊论文
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2016, 卷号: 1, 期号: 3, 页码: 230-244
作者:  Calhoun, V. D.;  Sui, Jing(隋婧)
收藏  |  浏览/下载:119/0  |  提交时间:2018/03/09
Brain  Data  Function  Connectivity  Fusion  Independent Component Analysis  Psychosis  ;  
Three-Way FMRI-DTI-Methylation Data Fusion Based on mCCA+jICA and Its Application to Schizophrenia 会议论文
, San Diego, USA., 2012/8/28-31
作者:  Sui Jing(隋婧);  Hao He;  Jingyu Liu;  Qingbao Yu;  Tuelay Adali;  Godfrey D Pearlson;  Calhoun, V.D.
收藏  |  浏览/下载:95/0  |  提交时间:2018/03/09
Fmri  Dti  Data Fusion  mcca+jica  Schizophrenia