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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
作者:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：427/77  |  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  
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
作者:  Li, Dan;  Du, Changde;  Wang, Shengpei;  Wang, Haibao;  He, Huiguang
Adobe PDF(2428Kb)  |  收藏  |  浏览/下载：373/57  |  提交时间：2021/03/02
Data augmentation  Semantic decoding  Multi-view adversarial learning  Sparse reconstruction relation  
Dictionary-based fiber orientation estimation with improved spatial consistency 期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 44, 期号: 44, 页码: 41-53
作者:  Ye, Chuyang;  Prince, Jerry L.
浏览  |  Adobe PDF(4635Kb)  |  收藏  |  浏览/下载：293/77  |  提交时间：2018/01/12
Diffusion Mri  Dictionary-based Fo Estimation  Spatial Consistency  Pairwise Fo Dissimilarity  
Tissue microstructure estimation using a deep network inspired by a dictionary-based framework 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 42, 期号: 42, 页码: 288-299
作者:  Ye, Chuyang
浏览  |  Adobe PDF(3514Kb)  |  收藏  |  浏览/下载：340/112  |  提交时间：2018/01/12
Diffusion Mri  Tissue Microstructure  Noddi  Sparse Reconstruction  Deep Network  
A Bayesian approach to fiber orientation estimation guided by volumetric tract segmentation 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2016, 卷号: 54, 期号: in press, 页码: 35-47
作者:  Ye, Chuyang;  Prince, Jerry L.
浏览  |  Adobe PDF(5693Kb)  |  收藏  |  浏览/下载：284/97  |  提交时间：2016/10/13
Dti  Fiber Orientation Estimation  Volumetric Tract Segmentation  
Probabilistic tractography using Lasso bootstrap 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 35, 期号: 35, 页码: 544-553
作者:  Ye, Chuyang;  Prince, Jerry L.
浏览  |  Adobe PDF(3217Kb)  |  收藏  |  浏览/下载：405/122  |  提交时间：2016/10/13
Diffusion Magnetic Resonance Imaging  Probabilistic Tractography  Lasso Bootstrap  
A Bayesian approach to distinguishing interdigitated tongue muscles from limited diffusion magnetic resonance imaging 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2015, 卷号: 45, 期号: 1, 页码: 63-74
作者:  Ye, Chuyang;  Murano, Erni;  Stone, Maureen;  Prince, Jerry L.;  Chuyang Ye
浏览  |  Adobe PDF(4919Kb)  |  收藏  |  浏览/下载：291/76  |  提交时间：2016/01/18
Diffusion Magnetic Resonance Imaging  Limited Gradient Directions  Sparse Reconstruction  Prior Directional Knowledge  Interdigitated Tongue Muscles  
Diffusion magnetic resonance imaging for Brainnetome: A critical review 期刊论文
NEUROSCIENCE BULLETIN, 2012, 卷号: 28, 期号: 4, 页码: 375-388
作者:  Zuo, Nianming;  Cheng, Jian;  Jiang, Tianzi
浏览  |  Adobe PDF(744Kb)  |  收藏  |  浏览/下载：197/35  |  提交时间：2015/08/12
Brain Mapping  Neural Networks  Magnetic Resonance Imaging  Imaging  
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
作者:  Cheng, Jian;  Deriche, Rachid;  Jiang, Tianzi;  Shen, Dinggang;  Yap, Pew-Thian
收藏  |  浏览/下载：538/0  |  提交时间：2015/08/12
Spherical Deconvolution  Diffusion Mri  Fiber Orientation Distribution Function  Non-negativity Constraint  Spherical Harmonics