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ADTIDO: Detecting the Tired Deck Officer with Fusion Feature Methods 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 17, 页码: 16
Authors:  Li, Chenghao;  Fu, Yuhui;  Ouyang, Ruihong;  Liu, Yu;  Hou, Xinwen
Favorite  |  View/Download:161/0  |  Submit date:2022/11/14
EEG  deck officer  fatigue detection  ECD-EEG fusion features  Bi-GRU neural network classifier  
NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders 期刊论文
NEUROIMAGE-CLINICAL, 2020, 卷号: 28, 页码: 19
Authors:  Du, Yuhui;  Fu, Zening;  Sui, Jing;  Gao, Shuang;  Xing, Ying;  Lin, Dongdong;  Salman, Mustafa;  Abrol, Anees;  Rahaman, Md Abdur;  Chen, Jiayu;  Hong, L. Elliot;  Kochunov, Peter;  Osuch, Elizabeth A.;  Calhoun, Vince D.
Favorite  |  View/Download:300/0  |  Submit date:2021/03/01
fMRI  Independent component analysis  Brain disorders  Reproducible and comparable biomarkers  NeuroMark  
Dynamic Functional Network Variability Underlying Disease Traits in Schizophrenia and Autism 期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 卷号: 87, 期号: 9, 页码: S118-S119
Authors:  Fu, Zening;  Du, Yuhui;  Sui, Jing;  Calhoun, Vince
Favorite  |  View/Download:151/0  |  Submit date:2020/09/07
Multi-Level Connectivity Dynamics  Dynamic Functional Connectivity  Autism  Schizophrenia  Disease Traits  
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
Authors:  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
View  |  Adobe PDF(3996Kb)  |  Favorite  |  View/Download:444/167  |  Submit date:2020/01/14
adult lifespan, age-related variations, functional network connectivity, independent component analysis, multivariate linear regression model, structural network correlation  
Multi-Kernel Coupled Projections for Domain Adaptive Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2292-2304
Authors:  Zheng, Yuhui;  Wang, Xilong;  Zhang, Guoqing;  Xiao, Baihua;  Xiao, Fu;  Zhang, Jianwei
Favorite  |  View/Download:198/0  |  Submit date:2019/12/16
Dictionary learning  multiple kernel learning  discriminative projections  domain adaptation  
Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism 期刊论文
NEUROIMAGE, 2019, 卷号: 190, 页码: 191-204
Authors:  Fu, Zening;  Tu, Yiheng;  Di, Xin;  Du, Yuhui;  Sui, Jing;  Biswal, Bharat B.;  Zhang, Zhiguo;  de lacy, N.;  Calhoun, V. D.
Favorite  |  View/Download:328/0  |  Submit date:2019/07/12
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
Authors:  Yao, Dongren;  Calhoun, Vince D.;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Adobe PDF(1034Kb)  |  Favorite  |  View/Download:302/49  |  Submit date:2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion 期刊论文
NATURE COMMUNICATIONS, 2018, 卷号: 9, 期号: 0, 页码: 0
Authors:  Sui, Jing;  Qi, Shile;  van Erp, Theo G. M.;  Bustillo, Juan;  Jiang, Rongtao;  Lin, Dongdong;  Turner, Jessica A.;  Damaraju, Eswar;  Mayer, Andrew R.;  Cui, Yue;  Fu, Zening;  Du, Yuhui;  Chen, Jiayu;  Potkin, Steven G.;  Preda, Adrian;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah C.;  O'Leary, Daniel S.;  McMahon, Agnes;  Jiang, Tianzi;  Calhoun, Vince D.
Favorite  |  View/Download:354/0  |  Submit date:2018/10/10
Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9, 期号: 1, 页码: 11
Authors:  Zhi, Dongmei;  Calhoun, Vince D.;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Fu, Zening;  Du, Yuhui;  Yang, Yongfeng;  Yang, Xiao;  Pan, Miao;  Qi, Shile;  Jiang, Rongtao;  Yu, Qingbao;  Sui, Jing
Adobe PDF(2635Kb)  |  Favorite  |  View/Download:335/16  |  Submit date:2018/10/10
Major Depressive Disorder  Independent Component Analysis  Dynamic Functional Network Connectivity  Graph Theory  Resting-state Functional Magnetic Resonance Imaging  
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: ***
Authors:  Yao, Dongren;  Vince, D. Calhoun;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Adobe PDF(1034Kb)  |  Favorite  |  View/Download:346/46  |  Submit date:2018/03/23
Multi-class Classification  Feature Selection  Alzheimer’s Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance