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脑网络组研究 [11]
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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:116/18
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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
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
Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis
会议论文
, Granada, Spain, 2018-09
Authors:
Yan, Weizheng
;
Zhang, Han
;
Sui, Jing
;
Shen, Dinggang
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View/Download:100/13
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Submit date:2020/06/17
Modeling Rett Syndrome Using TALEN-Edited MECP2 Mutant Cynomolgus Monkeys
期刊论文
CELL, 2017, 卷号: 169, 期号: 5, 页码: 945-+
Authors:
Chen, Yongchang
;
Yu, Juehua
;
Niu, Yuyu
;
Qin, Dongdong
;
Liu, Hailiang
;
Li, Gang
;
Hu, Yingzhou
;
Wang, Jiaojian
;
Lu, Yi
;
Kang, Yu
;
Jiang, Yong
;
Wu, Kunhua
;
Li, Siguang
;
Wei, Jingkuan
;
He, Jing
;
Wang, Junbang
;
Liu, Xiaojing
;
Luo, Yuping
;
Si, Chenyang
;
Bai, Raoxian
;
Zhang, Kunshan
;
Liu, Jie
;
Huang, Shaoyong
;
Chen, Zhenzhen
;
Wang, Shuang
;
Chen, Xiaoying
;
Bao, Xinhua
;
Zhang, Qingping
;
Li, Fuxing
;
Geng, Rui
;
Liang, Aibin
;
Shen, Dinggang
;
Jiang, Tianzi
;
Hu, Xintian
;
Ma, Yuanye
;
Ji, Weizhi
;
Sun, Yi Eve
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View/Download:244/0
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Submit date:2017/07/18
Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI
期刊论文
NEUROIMAGE, 2014, 卷号: 101, 页码: 750-764
Authors:
Cheng, Jian
;
Deriche, Rachid
;
Jiang, Tianzi
;
Shen, Dinggang
;
Yap, Pew-Thian
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  |  
View/Download:468/0
  |  
Submit date:2015/08/12
Spherical Deconvolution
Diffusion Mri
Fiber Orientation Distribution Function
Non-negativity Constraint
Spherical Harmonics
Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning
会议论文
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2013
Authors:
Jian Cheng
;
Tianzi Jiang
;
Rachid Deriche
;
Dinggang Shen
;
Pew-Thian Yap
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View/Download:112/0
  |  
Submit date:2015/08/19
Sex differences in grey matter atrophy patterns among AD and aMCI patients: Results from ADNI
期刊论文
NEUROIMAGE, 2011, 卷号: 56, 期号: 3, 页码: 890-906
Authors:
Skup, Martha
;
Zhu, Hongtu
;
Wang, Yaping
;
Giovanello, Kelly S.
;
Lin, Ja-an
;
Shen, Dinggang
;
Shi, Feng
;
Gao, Wei
;
Lin, Weili
;
Fan, Yong
;
Zhang, Heping
;
Alzheimer's Dis Neuroimaging Initi
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View/Download:122/0
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Submit date:2015/08/12
Alzheimer's Disease
Mild Cognitive Impairment
Sex Differences
Longitudinal Mri
Gee