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Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patientspecific QA in a multi-institution scenario (vol 161, pg 230, 2021) 期刊论文
RADIOTHERAPY AND ONCOLOGY, 2021, 卷号: 163, 页码: 119-119
Authors:  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
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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
Authors:  Cheng, Weiqiu;  Luo, Na;  Zhang, Yuyanan;  Zhang, Xiao;  Tan, Haoyang;  Zhang, Dai;  Sui, Jing;  Yue, Weihua;  Yan, Hao
Favorite  |  View/Download:11/0  |  Submit date: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
Authors:  Xu, Ming;  Calhoun, Vince;  Jiang, Rongtao;  Yan, Weizheng;  Sui, Jing
Favorite  |  View/Download:11/0  |  Submit date:2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI  
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
Authors:  Calhoun, Vince D.;  Pearlson, Godfrey D.;  Sui, Jing
Favorite  |  View/Download:14/0  |  Submit date:2021/08/15
data driven  data fusion  dynamics  multimodal  neuroimaging biomarkers  
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, 页码: 230-240
Authors:  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
Favorite  |  View/Download:6/0  |  Submit date: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
Authors:  Yang, Xiao;  Qi, Shile;  Wang, Min;  Calhoun, Vince D.;  Sui, Jing;  Li, Tao;  Ma, Xiaohong
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Major depressive disorder  Premorbid intelligence quotient  Subtypes  Cognition  Resting-state network  
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
Authors:  Sendi, Mohammad S. E.;  Dini, Hossein;  Sui, Jing;  Fu, Zening;  Qi, Shile;  Riva-Posse, Patricio;  Abbott, Christopher;  Mayberg, Helen;  Calhoun, Vince
Favorite  |  View/Download:25/0  |  Submit date:2021/05/31
Resting State fMRI  Dynamic Functional Connectivity  Major Depressive Disorder (MDD)  Electroconvulsive Therapy (ECT)  Cognitive Control Network  
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-+
Authors:  Shen, Jie;  Shen, Guangfan;  Kim, Woo-Sung;  Tsogt, Uyanga;  Liu, Congcong;  Sui, Jing;  Chung, Young-Chul
Favorite  |  View/Download:10/0  |  Submit date:2021/06/15
Negative schema  Positive schema  Schizophrenia  fMRI  
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
Authors:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
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Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification  
Inhibition-directed multimodal imaging fusion patterns in adults with ADHD and its potential underlying "gene-brain-cognition" relationship 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2021, 页码: 10
Authors:  Guo, Xiaojie;  Liu, Lu;  Li, Tiantian;  Zhao, Qihua;  Li, Hui;  Huang, Fang;  Wang, Yanfei;  Qian, Qiujin;  Cao, Qingjiu;  Wang, Yufeng;  Calhoun, Vince D.;  Sui, Jing;  Sun, Li
Favorite  |  View/Download:29/0  |  Submit date:2021/04/27
adults with attention-deficit/hyperactivity disorder  inhibition  multimodal MRI fusion  NOS1 ex1f-VNTR