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ICA-based Individualized Differential Structure Similarity Networks for Predicting Symptom Scores in Adolescents with Major Depressive Disorder 会议论文
, ICC Sydney, Australia, July 24-27, 2023
作者:  Li Xiang;  Xu Ming;  Jiang Rongtao;  Li Xuemei;  Calhoun Vince;  Zhou Xinyu;  Sui Jing
Adobe PDF(835Kb)  |  收藏  |  浏览/下载：165/57  |  提交时间：2023/05/16
Abnormal Dynamic Functional Network Connectivity Estimated from Default Mode Network Predicts Symptom Severity in Major Depressive Disorder 期刊论文
BRAIN CONNECTIVITY, 2021, 卷号: 11, 期号: 10, 页码: 838-849
作者:  Sendi, Mohammad S. E.;  Zendehrouh, Elaheh;  Sui, Jing;  Fu, Zening;  Zhi, Dongmei;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Li, Xianbin;  Wang, Chuanyue;  Abbott, Christopher C.;  Turner, Jessica A.;  Miller, Robyn L.;  Calhoun, Vince D.
收藏  |  浏览/下载：233/0  |  提交时间：2022/06/06
default mode network  dynamic functional network connectivity  machine learning  major depressive disorder  resting-state functional magnetic resonance imaging  
Common and unique multimodal covarying patterns in autism spectrum disorder subtypes 期刊论文
MOLECULAR AUTISM, 2020, 卷号: 11, 期号: 1, 页码: 15
作者:  Qi, Shile;  Morris, Robin;  Turner, Jessica A.;  Fu, Zening;  Jiang, Rongtao;  Deramus, Thomas P.;  Zhi, Dongmei;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(6135Kb)  |  收藏  |  浏览/下载：272/11  |  提交时间：2021/01/06
Heterogeneity  Autism spectrum disorder  Asperger’  s disorder  Pervasive developmental disorder-not otherwise specified (PDD-NOS)  Autistic disorder  Multimodal fusion  
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 期号: 108756, 页码: 10
作者:  Zhao, Jianlong;  Huang, Jinjie;  Zhi, Dongmei;  Yan, Weizheng;  Ma, Xiaohong;  Yang, Xiao;  Li, Xianbin;  Ke, Qing;  Jiang, Tianzi;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(5325Kb)  |  收藏  |  浏览/下载：345/58  |  提交时间：2020/08/03
Resting-state fMRI  Generative adversarial networks (GAN)  Deep learning  Classification  Major depressive disorders  Schizophrenia  
The relevance of transdiagnostic shared networks to the severity of symptoms and cognitive deficits in schizophrenia: a multimodal brain imaging fusion study 期刊论文
TRANSLATIONAL PSYCHIATRY, 2020, 卷号: 10, 期号: 1, 页码: 10
作者:  Qi, Shile;  Bustillo, Juan;  Turner, Jessica A.;  Jiang, Rongtao;  Zhi, Dongmei;  Fu, Zening;  Deramus, Thomas P.;  Vergara, Victor;  Ma, Xiaohong;  Yang, Xiao;  Stevens, Mike;  Zhuo, Chuanjun;  Xu, Yong;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(2715Kb)  |  收藏  |  浏览/下载：341/54  |  提交时间：2020/06/22
schizophrenia  multimodal fusion  
Shared and distinct resting functional connectivity in children and adults with attention-deficit/hyperactivity disorder 期刊论文
TRANSLATIONAL PSYCHIATRY, 2020, 卷号: 10, 期号: 1, 页码: 12
作者:  Guo, Xiaojie;  Yao, Dongren;  Cao, Qingjiu;  Liu, Lu;  Zhao, Qihua;  Li, Hui;  Huang, Fang;  Wang, Yanfei;  Qian, Qiujin;  Wang, Yufeng;  Calhoun, Vince D.;  Johnstone, Stuart J.;  Sui, Jing;  Sun, Li
Adobe PDF(3974Kb)  |  收藏  |  浏览/下载：344/67  |  提交时间：2020/04/07
ADHD  Functional Connectivity  Feature Selection  
Electroconvulsive therapy treatment responsive multimodal brain networks 期刊论文
HUMAN BRAIN MAPPING, 2020, 卷号: 41, 期号: 7, 页码: 11
作者:  Qi, Shile;  Abbott, Christopher C.;  Narr, Katherine L.;  Jiang, Rongtao;  Upston, Joel;  McClintock, Shawn M.;  Espinoza, Randall;  Jones, Tom;  Zhi, Dongmei;  Sun, Hailun;  Yang, Xiao;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(3505Kb)  |  收藏  |  浏览/下载：310/21  |  提交时间：2020/03/30
depressive episodes  electroconvulsive therapy  multimodal fusion  treatment response  
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：175/35  |  提交时间：2020/06/13
Biomarker  Cognition  Individualized prediction  Mental disorder  Multivariate analyses  Regression  
Preliminary prediction of individual response to electroconvulsive therapy using whole-brain functional magnetic resonance imaging data 期刊论文
NeuroImage: Clinical, 2019, 卷号: 26, 期号: 102080, 页码: 1-9
作者:  Sun, Hailun;  Jiang, Rongtao;  Qi, Shile;  Katherine, L., Narr;  Benjamin, SC, Wade;  Joel, Upston;  Randall, Espinoza;  Tom, Jones;  Vince, D., Calhoun;  Christopher, C, Abbott;  Sui, Jing
浏览  |  Adobe PDF(2890Kb)  |  收藏  |  浏览/下载：245/62  |  提交时间：2020/06/11
Individualized prediction  Electroconvulsive therapy (ECT)  Functional connectivity (FC)  Major depressive disorder (DEP)  Resting-state fMRI  HDRS  Treatment response  
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
作者:  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.
Adobe PDF(6363Kb)  |  收藏  |  浏览/下载：346/0  |  提交时间：2019/12/16
group independent component analysis  multimodal fusion  parallel independent component analysis  schizophrenia  subjects' variability  temporal information