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Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario 期刊论文
RADIOTHERAPY AND ONCOLOGY, 2021, 卷号: 161, 期号: 10.1016/j.radonc.2021.06.024, 页码: 230-240
作者:  Yang, Ruijie;  Yang, Xueying;  Wang, Le;  Li, Dingjie;  Guo, Yuexin;  Li, Ying;  Guan, Yumin;  Wu, Xiangyang;  Xu, Shouping;  Zhang, Shuming;  Chan, Maria F.;  Geng, Lisheng;  Sui, Jing
Adobe PDF(2840Kb)  |  收藏  |  浏览/下载：379/61  |  提交时间：2021/11/02
Machine learning  VMAT patient-specific QA  Multi-institution validation  Commissioning  Clinical implementation  
ADHD Classification Within and Cross Cohort Using an Ensembled Feature Selection Framework 会议论文
, 意大利, 2019/04/01
作者:  Yao DR(姚东任);  Sun HL(孙海伦);  Guo XJ(郭晓杰);  Vince D. Calhoun;  Sun L(孙黎);  Sui J(隋婧)
Adobe PDF(243Kb)  |  收藏  |  浏览/下载：199/84  |  提交时间：2021/06/17
Dynamic Functional Connectivity Predicts Treatment Response to Electroconvulsive Therapy in Major Depressive Disorder 期刊论文
BIOLOGICAL PSYCHIATRY, 2021, 卷号: 89, 期号: 9, 页码: S169-S170
作者:  Sendi, Mohammad S. E.;  Dini, Hossein;  Sui, Jing;  Fu, Zening;  Qi, Shile;  Riva-Posse, Patricio;  Abbott, Christopher;  Mayberg, Helen;  Calhoun, Vince
收藏  |  浏览/下载：252/0  |  提交时间：2021/05/31
Resting State fMRI  Dynamic Functional Connectivity  Major Depressive Disorder (MDD)  Electroconvulsive Therapy (ECT)  Cognitive Control Network  
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
作者:  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.
收藏  |  浏览/下载：310/0  |  提交时间：2021/03/01
fMRI  Independent component analysis  Brain disorders  Reproducible and comparable biomarkers  NeuroMark  
Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 9, 页码: 2572-2584
作者:  Falakshahi, Haleh;  Vergara, Victor M.;  Liu, Jingyu;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah;  Potkin, Steven G.;  Preda, Adrian;  Rokham, Hooman;  Sui, Jing;  Turner, Jessica A.;  Plis, Sergey;  Calhoun, Vince D.
收藏  |  浏览/下载：342/0  |  提交时间：2020/09/28
Functional magnetic resonance imaging  Diseases  Graphical models  Psychiatry  Correlation  Translational research  Connectivity  covariance matrix  data fusion  default mode network  dMRI  fMRI  GGM  graphical model  joint estimation  partial correlation  precision matrix  sMRI  
A method for building a genome-connectome bipartite graph model 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2019, 卷号: 320, 页码: 64-71
作者:  Yu, Qingbao;  Chen, Jiayu;  Du, Yuhui;  Sui, Jing;  Damaraju, Eswar;  Turner, Jessica A.;  van Erp, Theo G. M.;  Macciardi, Fabio;  Belger, Aysenil;  Ford, Judith M.;  McEwen, Sarah;  Mathalon, Daniel H.;  Mueller, Bryon A.;  Preda, Adrian;  Vaidya, Jatin;  Pearlson, Godfrey D.;  Calhoun, Vince D.
收藏  |  浏览/下载：378/0  |  提交时间：2019/07/12
fMRI  FNC  SNPs  Bipartite graph  
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
作者:  Fu, Zening;  Tu, Yiheng;  Di, Xin;  Du, Yuhui;  Sui, Jing;  Biswal, Bharat B.;  Zhang, Zhiguo;  de lacy, N.;  Calhoun, V. D.
收藏  |  浏览/下载：336/0  |  提交时间：2019/07/12
Variability in Resting State Network and Functional Network Connectivity Associated With Schizophrenia Genetic Risk: A Pilot Study 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12
作者:  Chen, Jiayu;  Rashid, Barnaly;  Yu, Qingbao;  Liu, Jingyu;  Lin, Dongdong;  Du, Yuhui;  Sui, Jing;  Calhoun, Vince D.
收藏  |  浏览/下载：231/0  |  提交时间：2018/10/10
Variability  Resting State Network  Functional Network Connectivity  Schizophrenia  Pgc  Parallel Ica  
Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 304, 页码: 24-38
作者:  Kuang, Li-Dan;  Lin, Qiu-Hua;  Gong, Xiao-Feng;  Cong, Fengyu;  Sui, Jing;  Calhoun, Vince D.
收藏  |  浏览/下载：251/0  |  提交时间：2018/10/10
Independent component analysis (ICA)  Complex-valued fMRI data  Model order  Component splitting  Phase data  Schizophrenia  
Identifying functional network changing patterns in individuals at clinical high-risk for psychosis and patients with early illness schizophrenia: A group ICA study 期刊论文
NEUROIMAGE-CLINICAL, 2018, 卷号: 17, 期号: 1, 页码: 335-346
作者:  Du, Yuhui;  Fryer, Susanna L.;  Lin, Dongdong;  Sui, Jing;  Yu, Qingbao;  Chen, Jiayu;  Stuart, Barbara;  Loewy, Rachel L.;  Calhoun, Vince D.;  Mathalon, Daniel H.
收藏  |  浏览/下载：233/0  |  提交时间：2018/03/09
Schizophrenia  Psychosis-risk Syndrome  Resting-state  Functional Magnetic Resonance Imaging  Brain Intrinsic Functional Networks  Independent Component Analysis