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脑网络组研究 [6]
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Sui, Jing [4]
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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
Adobe PDF(2425Kb)
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View/Download:114/18
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Submit date:2021/05/17
Functional magnetic resonance imaging
Convolution
Diseases
Fuses
Brain modeling
Neuroimaging
White matter
Brain connectivity
graph convolutional network
triplet
classification
Deep Bayesian Hashing With Center Prior for Multi-Modal Neuroimage Retrieval
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 2, 页码: 503-513
Authors:
Yang, Erkun
;
Liu, Mingxia
;
Yao, Dongren
;
Cao, Bing
;
Lian, Chunfeng
;
Yap, Pew-Thian
;
Shen, Dinggang
Adobe PDF(2195Kb)
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View/Download:84/4
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Submit date:2021/03/29
Semantics
Bayes methods
Hash functions
Image retrieval
Visualization
Correlation
Deep Bayesian hashing
retrieval
multi-modal neuroimage
MRI
PET
Spatial-Temporal Dependency Modeling and Network Hub Detection for Functional MRI Analysis via Convolutional-Recurrent Network
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 8, 页码: 2241-2252
Authors:
Wang, Mingliang
;
Lian, Chunfeng
;
Yao, Dongren
;
Zhang, Daoqiang
;
Liu, Mingxia
;
Shen, Dinggang
Adobe PDF(5624Kb)
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View/Download:81/3
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Submit date:2020/08/24
Spatial-temporal dependency
neural network
Alzheimer's disease
hub detection
resting-state functional MRI
Deep learning methods and applications in neuroimaging
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 339, 页码: 2
Authors:
Sui, Jing
;
Liu, MingXia
;
Lee, Jong-Hwan
;
Zhang, Jun
;
Calhoun, Vince
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View/Download:76/0
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Submit date:2020/06/22
Temporal-Adaptive Graph Convolutional Network for Automated Identification of Major Depressive Disorder Using Resting-State fMRI
会议论文
, Lima, 2020/10/4
Authors:
Dongren Yao
;
Jing Sui
;
Erkun Yang
;
Pew-Thian Yap
;
Dinggang Shen
;
Mingxia Liu
Adobe PDF(796Kb)
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View/Download:49/5
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Submit date:2021/06/18
Triplet graph convolutional network for multi-scale analysis of functional connectivity using functional MRI
会议论文
, Shen Zhen, 2019/09/17
Authors:
Dongren Yao
;
Mingxia Liu
;
Mingliang Wang
;
Chunfeng Lian
;
Jie Wei
;
Li Sun
;
Jing Sui
;
Dinggang Shen
Adobe PDF(914Kb)
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View/Download:35/3
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Submit date:2021/06/18