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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
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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)  |  Favorite  |  View/Download:45/0  |  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
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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
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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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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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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:451/0  |  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:94/0  |  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
Favorite  |  View/Download:103/0  |  Submit date:2015/08/12
Alzheimer's Disease  Mild Cognitive Impairment  Sex Differences  Longitudinal Mri  Gee