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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：277/95  |  提交时间：2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Discriminating Bipolar Disorder from Major Depression Based on Kernel Svm Using Functional Independent Components 会议论文
, Tokyo, Japan., 2017/9/25-28
作者:  Shuang Gao;  Elizabeth A Osuch;  Michael Wammes;  Jean Théberge;  Tianzi Jiang;  Vince D Calhoun;  Sui Jing(隋婧)
浏览  |  Adobe PDF(712Kb)  |  收藏  |  浏览/下载：300/91  |  提交时间：2018/03/09
Independent Component Analysis  Linear Subspace  Kernel Svm  Bipolar Disorder  Major Depression Disorder  Fmri Data  Schizophrenia  Unipolar  Amygdala  
Discriminating Schizophrenia from Normal Controls Using Resting State Functional Network Connectivity: A Deep Neural Network and Layer-Wise Relevance Propagation Method 会议论文
, Tokyo,Japan, 2017/9/25-28
作者:  Weizheng Yan;  Sergey Plis;  Vince D Calhoun;  Shengfeng Liu;  Rongtao Jiang;  Tian-Zi Jiang;  Sui Jing(隋婧);  Sui Jing(隋婧)(1);  Tianzi Jiang
浏览  |  Adobe PDF(940Kb)  |  收藏  |  浏览/下载：281/49  |  提交时间：2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri  
Identifying dynamic functional connectivity biomarkers using GIG‐ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder 会议论文
, Canada, 2017-3-10
作者:  Yuhui Du;  Godfrey D. Pearlson;  Dongdong Lin;  Sui Jing(隋婧);  Jiayu Chen;  Mustafa Salman;  Carol A. Tamminga;  Elena I. Ivleva;  John A. Sweeney;  Matcheri S. Keshavan;  Brett A. Clementz;  Juan Bustillo;  Vince D. Calhoun
浏览  |  Adobe PDF(3297Kb)  |  收藏  |  浏览/下载：301/58  |  提交时间：2018/01/08
Bipolar Disorder  Dynamic Functional Connectivity  Functional Magnetic Resonance Imaging  Independent Component Analysis  Schizoaffective Disorder  Schizophrenia  
Cross-Tissue Exploration of Genetic and Epigenetic Effects on Brain Gray Matter in Schizophrenia/ 期刊论文
Schizophrenia Bulletin, 2017, 期号: 2017, 页码: 1
作者:  Dongdong Lin;  Jiayu Chen;  Stefan Ehrlich;  Juan R. Bustillo;  Nora Perrone-Bizzozero;  Esther Walton;  Vincent P. Clark;  Yu-Ping Wang;  Sui Jing(隋婧);  Yuhui Du;  Beng C. Ho;  Charles S. Schulz;  Vince D. Calhoun;  Jingyu Liu
浏览  |  Adobe PDF(772Kb)  |  收藏  |  浏览/下载：306/75  |  提交时间：2018/01/08
Brain Gray Matter/cross-tissue/dna  
Distributed Functional Connectivity Impairment in Schizophrenia: A Multi-site Study 会议论文
ICBISP conference proceedings, 武汉, 2017-05-13
作者:  Yang Y(杨勇);  Cui,Yue;  Xu,Kaibing;  Liu,Bing;  Song,Ming;  Chen,Jun;  Wang,Huiling;  Chen,Yunchun;  Guo,Hua;  Li,Peng;  Lu,Lin;  Lv,Luxian;  Wan,Ping;  Wang,Huaning;  Yan,Hao;  Yan,Jun;  Zhang,Hongxing;  Zhang,Dai;  Jiang,Tianzi
Adobe PDF(980Kb)  |  收藏  |  浏览/下载：495/58  |  提交时间：2017/05/09
Functional Mri  Schizophrenia  Multi-task Learning  Feature Selection  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：457/114  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
ALDH2 Glu504Lys Confers Susceptibility to Schizophrenia and Impacts Hippocampal-Prefrontal Functional Connectivity 期刊论文
CEREBRAL CORTEX, 2017, 卷号: 27, 期号: 3, 页码: 2034-2040
作者:  Zheng, Fanfan;  Yan, Hao;  Liu, Bing;  Yue, Weihua;  Fan, Lingzhong;  Liao, Jinmin;  Cui, Yue;  Lu, Tianlan;  Jiang, Tianzi;  Zhang, Dai;  Tianzi Jiang
浏览  |  Adobe PDF(208Kb)  |  收藏  |  浏览/下载：522/155  |  提交时间：2016/10/17
Functional Connectivity  Glu504lys  Hippocampus  Pfc  Schizophrenia