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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
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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)  |  Favorite  |  View/Download:84/4  |  Submit date:2021/03/29
Semantics  Bayes methods  Hash functions  Image retrieval  Visualization  Correlation  Deep Bayesian hashing  retrieval  multi-modal neuroimage  MRI  PET  
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)  |  Favorite  |  View/Download:49/5  |  Submit date:2021/06/18
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
Favorite  |  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
Favorite  |  View/Download:112/0  |  Submit date:2015/08/19