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The Individualized Prediction of Neurocognitive Function in People Living with HIV Based on Clinical and Multimodal Connectome Data
期刊论文
IEEE Journal of Biomedical and Health Informatics, 2023, 卷号: 27, 期号: 4, 页码: 2094 - 2104
作者:
Li Xaing
;
Towe Sheri
;
Bell Ryan
;
Jiang Rongtao
;
Hall Shana
;
Calhoun Vince
;
Meade Christina
;
Sui Jing
Adobe PDF(3496Kb)
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浏览/下载:190/71
  |  
提交时间:2023/05/16
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
;
Calhoun, Vince D.
收藏
  |  
浏览/下载:211/0
  |  
提交时间:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
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)
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浏览/下载:109/33
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提交时间:2023/05/16
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
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浏览/下载:175/0
  |  
提交时间:2021/08/15
data driven
data fusion
dynamics
multimodal
neuroimaging biomarkers
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:230/0
  |  
提交时间:2021/05/31
Resting State fMRI
Dynamic Functional Connectivity
Major Depressive Disorder (MDD)
Electroconvulsive Therapy (ECT)
Cognitive Control Network
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
作者:
Yao, Dongren
;
Sui, Jing
;
Wang, Mingliang
;
Yang, Erkun
;
Jiaerken, Yeerfan
;
Luo, Na
;
Yap, Pew-Thian
;
Liu, Mingxia
;
Shen, Dinggang
Adobe PDF(2425Kb)
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浏览/下载:378/68
  |  
提交时间:2021/05/17
Functional magnetic resonance imaging
Convolution
Diseases
Fuses
Brain modeling
Neuroimaging
White matter
Brain connectivity
graph convolutional network
triplet
classification
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)
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浏览/下载:347/58
  |  
提交时间:2020/08/03
Resting-state fMRI
Generative adversarial networks (GAN)
Deep learning
Classification
Major depressive disorders
Schizophrenia
Multimodal Fusion Signature as Transdiagnostic Psychiatric Biomarker
期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 卷号: 87, 期号: 9, 页码: S37-S37
作者:
Calhoun, Vince
;
Sui, Jing
;
Qi, Shile
收藏
  |  
浏览/下载:154/0
  |  
提交时间:2020/09/07
Data Fusion
Psychopathology
Schizophrenia
Brain Imaging
Multimodal Imaging
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)
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收藏
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浏览/下载:345/67
  |  
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)
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收藏
  |  
浏览/下载:314/21
  |  
提交时间:2020/03/30
depressive episodes
electroconvulsive therapy
multimodal fusion
treatment response