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The Individualized Prediction of Neurocognitive Function in People Living with HIV Based on Clinical and Multimodal Connectome Data 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2023, 卷号: 27, 期号: 4, 页码: 2094 - 2104
作者:  Li Xaing;  Towe Sheri;  Bell Ryan;  Jiang Rongtao;  Hall Shana;  Calhoun Vince;  Meade Christina;  Sui Jing
Adobe PDF(3496Kb)  |  收藏  |  浏览/下载：193/72  |  提交时间：2023/05/16
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：180/35  |  提交时间：2020/06/13
Biomarker  Cognition  Individualized prediction  Mental disorder  Multivariate analyses  Regression  
Age-related structural and functional variations in 5,967 individuals across the adult lifespan 期刊论文
Human Brain Mapping, 2020, 卷号: 41, 期号: 7, 页码: 1725-1737
作者:  Luo, Na;  Sui, Jing;  Anees Abrol;  Lin, Dongdong;  Chen, Jiayu;  Victor M. Vergara;  Fu, Zening;  Du, Yuhui;  Eswar Damaraju;  Xu, Yong;  Jessica A. Turner;  Vince D. Calhoun
浏览  |  Adobe PDF(3996Kb)  |  收藏  |  浏览/下载：436/166  |  提交时间：2020/01/14
adult lifespan, age-related variations, functional network connectivity, independent component analysis, multivariate linear regression model, structural network correlation  
Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia 期刊论文
NEUROIMAGE-CLINICAL, 2019, 卷号: 23, 期号: 2019, 页码: 9
作者:  Luo, Na;  Tian, Lin;  Calhoun, Vince D.;  Chen, Jiayu;  Lin, Dongdong;  Vergara, Victor M.;  Rao, Shuquan;  Yang, Jian;  Zhuo, Chuanjun;  Xu, Yong;  Turner, Jessica A.;  Zhang, Fuquan;  Sui, Jing
浏览  |  Adobe PDF(2305Kb)  |  收藏  |  浏览/下载：461/126  |  提交时间：2019/12/16
Multimodal fusion  SNP-FC-GM  Schizophrenia stages  Sensitivity  Duration of illness  ICA  
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：310/58  |  提交时间：2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 302, 期号: 1, 页码: 75-81
作者:  Yao, Dongren;  Calhoun, Vince D.;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Adobe PDF(1034Kb)  |  收藏  |  浏览/下载：295/45  |  提交时间：2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
An Ensemble Learning System for a 4-Way Classification of Alzheimer’s Disease and Mild Cognitive Impairment 期刊论文
Journal of Neuroscience Methods, 2018, 期号: ****, 页码: ***
作者:  Yao, Dongren;  Vince, D. Calhoun;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Adobe PDF(1034Kb)  |  收藏  |  浏览/下载：342/46  |  提交时间：2018/03/23
Multi-class Classification  Feature Selection  Alzheimer’s Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
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：294/72  |  提交时间：2018/01/08
Brain Gray Matter/cross-tissue/dna  
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：442/107  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
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：273/48  |  提交时间：2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri