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A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
作者:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：402/68  |  提交时间：2021/05/17
Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification  
Predicting Individualized Clinical Measures by a Generalized Prediction Framework and Multimodal Fusion of MRI Data 期刊论文
NEUROIMAGE, 2017, 期号: 145, 页码: 218-229
作者:  Meng, Xing;  Jiang, Rongtao;  Lin, Dongdong;  Bustillo, Juan;  Jones, Thomas;  Chen, Jiayu;  Yu, Qingbao;  Du, Yuhui;  Zhang, Yu;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
浏览  |  Adobe PDF(1031Kb)  |  收藏  |  浏览/下载：274/94  |  提交时间：2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Multimodal data revealed different neurobiological correlates of intelligence between males and females 期刊论文
BRAIN IMAGING AND BEHAVIOR, 2019, 卷号: 14, 期号: NA, 页码: 1-15
作者:  Jiang, Rongtao;  Calhoun, Vince D.;  Cui, Yue;  Qi, Shile;  Zhuo, Chuanjun;  Li, Jin;  Jung, Rex;  Yang, Jian;  Du, Yuhui;  Jiang, Tianzi;  Sui, Jing
浏览  |  Adobe PDF(3381Kb)  |  收藏  |  浏览/下载：254/78  |  提交时间：2020/06/13
Connectome-based predictive modeling  Gender difference  Individualized prediction  Intelligence quotient  Multimodal  
Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores 期刊论文
CEREBRAL CORTEX, 2020, 卷号: 30, 期号: 3, 页码: 888-900
作者:  Jiang, Rongtao;  Calhoun, Vince D.;  Fan, Lingzhong;  Zuo, Nianming;  Jung, Rex;  Qi, Shile;  Lin, Dongdong;  li, Jin;  Zhuo, Chuanjun;  Song, Ming;  Fu, Zening;  Jiang, Tianzi;  Sui, Jing
浏览  |  Adobe PDF(1446Kb)  |  收藏  |  浏览/下载：362/108  |  提交时间：2020/06/13
Connectome-based prediction  Functional connectivity  Gender difference  Individualized prediction  Intelligence  
Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises 期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 期号: NA, 页码: 1-11
作者:  Sui, Jing;  Jiang, Rongtao;  Bustillo, Juan;  Calhoun, Vince D.
浏览  |  Adobe PDF(2461Kb)  |  收藏  |  浏览/下载：199/35  |  提交时间：2020/06/13
Biomarker  Cognition  Individualized prediction  Mental disorder  Multivariate analyses  Regression  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
作者:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
浏览  |  Adobe PDF(1954Kb)  |  收藏  |  浏览/下载：322/61  |  提交时间：2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Predicting Individualized Intelligence Quotient Scores Using Brainnetome-Atlas Based Functional Connectivity 会议论文
, Tokyo,Japan, 2017/9/25-28
作者:  Rongtao Jiang;  Shile Qi;  Yuhui Du;  Weizheng Yan;  Vince D. Calhoun;  Tianzi Jiang;  Sui Jing(隋婧)
浏览  |  Adobe PDF(5025Kb)  |  收藏  |  浏览/下载：405/111  |  提交时间：2018/03/08
Individualized Prediction  Individualized Prediction  Individualized Prediction  Individualized Prediction  Intelligence Quotient  Intelligence Quotient  Intelligence Quotient  Intelligence Quotient  Functional Connectivity  Functional Connectivity  Functional Connectivity  Functional Connectivity  Brainnetomr Atlas  Brainnetomr Atlas  Brainnetomr Atlas  Brainnetomr Atlas  Sparse  Sparse  Sparse  Sparse  
Discriminating Bipolar Disorder from Major Depression using 期刊论文
Journal of Signal Processing Systems, 2016, 期号: 2016, 页码: 1-13
作者:  Nanfeng Jie;  Elizabeth A. Osuch;  Maohu Zhu;  Michael Wammes;  Xiaoying Ma;  Tianzi Jiang;  Sui Jing(隋婧);  Vince D. Calhoun
浏览  |  Adobe PDF(1305Kb)  |  收藏  |  浏览/下载：366/132  |  提交时间：2018/01/08
Feature Selection Svm-foba Bipolar Disorder Major Depression Disorder Functional Connectivity  
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：223/57  |  提交时间：2018/01/08
Data Fusion  Psychosis  Connectivity  Brain Function  Schizophrenia  Independent Component Analysis  
Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling 期刊论文
IEEE Journal of Selected Topics in Signal Processing, 2016, 卷号: 7, 期号: 10, 页码: 1134-1149
作者:  Rogers F. Silva;  Sergey M. Plis;  Sui Jing(隋婧);  Marios S. Pattichis;  Tülay Adalı;  Vince D. Calhoun
浏览  |  Adobe PDF(971Kb)  |  收藏  |  浏览/下载：268/63  |  提交时间：2018/01/08
Bss  Neuroimaging  Unimodal  Multimodality  Multiset Data Analysis  Overview  Subspace  Unify