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Structural and Functional Brain Abnormalities in Human Immunodeficiency Virus Disease Revealed by Multimodal Magnetic Resonance Imaging Fusion: Association With Cognitive Functio 期刊论文
Clinical Infectious Diseases, 2021, 卷号: 73, 期号: 7, 页码: e2287–93
作者:  Sui Jing;  Li Xiang;  Bell Ryan;  Towe Sheri;  Gadde Syam;  Chen Nan-kuei;  Meade Christina
Adobe PDF(1246Kb)  |  收藏  |  浏览/下载:113/35  |  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:252/0  |  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  
Formation control with collision avoidance through deep reinforcement learning using model-guided demonstration 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 6, 页码: 2358-2372
作者:  Zezhi Sui;  Zhiqiang Pu;  Jianqiang Yi;  Shiguang Wu
Adobe PDF(5344Kb)  |  收藏  |  浏览/下载:226/75  |  提交时间:2022/04/02
Collision avoidance  deep reinforcement learning (DRL)  formation control  leader–follower  
DNA Methylation and Resting Brain Function Mediate the Association between Childhood Urbanicity and Better Speed of Processing 期刊论文
CEREBRAL CORTEX, 2021, 卷号: 31, 期号: 10, 页码: 4709-4718
作者:  Cheng, Weiqiu;  Luo, Na;  Zhang, Yuyanan;  Zhang, Xiao;  Tan, Haoyang;  Zhang, Dai;  Sui, Jing;  Yue, Weihua;  Yan, Hao
收藏  |  浏览/下载:270/0  |  提交时间:2021/11/04
cognition  DNA methylation  spontaneous brain activity  superior temporal gyrus  urbanicity  
Brain imaging-based machine learning in autism spectrum disorder: methods and applications 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 14
作者:  Xu, Ming;  Calhoun, Vince;  Jiang, Rongtao;  Yan, Weizheng;  Sui, Jing
收藏  |  浏览/下载:280/0  |  提交时间:2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI  
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:360/57  |  提交时间:2021/11/02
Machine learning  VMAT patient-specific QA  Multi-institution validation  Commissioning  Clinical implementation  
Subtypes of depression characterized by different cognitive decline and brain activity alterations 期刊论文
JOURNAL OF PSYCHIATRIC RESEARCH, 2021, 卷号: 138, 页码: 413-419
作者:  Yang, Xiao;  Qi, Shile;  Wang, Min;  Calhoun, Vince D.;  Sui, Jing;  Li, Tao;  Ma, Xiaohong
收藏  |  浏览/下载:194/0  |  提交时间:2021/08/15
Major depressive disorder  Premorbid intelligence quotient  Subtypes  Cognition  Resting-state network  
Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples 期刊论文
CURRENT OPINION IN NEUROLOGY, 2021, 卷号: 34, 期号: 4, 页码: 469-479
作者:  Calhoun, Vince D.;  Pearlson, Godfrey D.;  Sui, Jing
收藏  |  浏览/下载:183/0  |  提交时间:2021/08/15
data driven  data fusion  dynamics  multimodal  neuroimaging biomarkers  
Neuronal Signatures of Negative and Positive Schemas towards the Self and Others in Patients with Early Stage Schizophrenia 期刊论文
PSYCHIATRY INVESTIGATION, 2021, 卷号: 18, 期号: 4, 页码: 284-+
作者:  Shen, Jie;  Shen, Guangfan;  Kim, Woo-Sung;  Tsogt, Uyanga;  Liu, Congcong;  Sui, Jing;  Chung, Young-Chul
收藏  |  浏览/下载:82/0  |  提交时间:2021/06/15
Negative schema  Positive schema  Schizophrenia  fMRI  
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:238/0  |  提交时间:2021/05/31
Resting State fMRI  Dynamic Functional Connectivity  Major Depressive Disorder (MDD)  Electroconvulsive Therapy (ECT)  Cognitive Control Network