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Automatic brain labeling via multi-atlas guided fully convolutional networks 期刊论文
Medical Image Analysis, 2019, 期号: 52, 页码: 157-168
Authors:  Longwei Fang;  Lichi Zhang;  Dong Nie;  Xiaohuan Cao;  Islem Rekik;  Seong-Whan Lee;  Huiguang He;  Dingguang Shen
View  |  Adobe PDF(2952Kb)  |  Favorite  |  View/Download:13/2  |  Submit date:2019/05/05
Brain Image Labeling, Multi-atlas-based Method, Fully Convolutional Network, Patch-based Labeling  
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
Authors:  Ye, Chuyang;  Prince, Jerry L.
View  |  Adobe PDF(4635Kb)  |  Favorite  |  View/Download:57/11  |  Submit date:2018/01/12
Diffusion Mri  Dictionary-based Fo Estimation  Spatial Consistency  Pairwise Fo Dissimilarity  
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 43, 期号: 43, 页码: 98-111
Authors:  Zhao, Xiaomei;  Wu, Yihong;  Song, Guidong;  Li, Zhenye;  Zhang, Yazhuo;  Fan, Yong
View  |  Adobe PDF(1963Kb)  |  Favorite  |  View/Download:56/12  |  Submit date:2018/01/04
Brain Tumor Segmentation  Fully Convolutional Neural Networks  Conditional Random Fields  Deep Learning  
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
Authors:  Ye, Chuyang
View  |  Adobe PDF(3514Kb)  |  Favorite  |  View/Download:45/11  |  Submit date:2018/01/12
Diffusion Mri  Tissue Microstructure  Noddi  Sparse Reconstruction  Deep Network  
Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 40, 期号: 40, 页码: 172-183
Authors:  Wang, Shuo;  Zhou, Mu;  Liu, Zaiyi;  Liu, Zhenyu;  Gu, Dongsheng;  Zang, Yali;  Dong, Di;  Gevaert, Olivier;  Tian, Jie
View  |  Adobe PDF(3023Kb)  |  Favorite  |  View/Download:136/81  |  Submit date:2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
Probabilistic tractography using Lasso bootstrap 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 35, 期号: 35, 页码: 544-553
Authors:  Ye, Chuyang;  Prince, Jerry L.
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Diffusion Magnetic Resonance Imaging  Probabilistic Tractography  Lasso Bootstrap  
Estimation of fiber orientations using neighborhood information 期刊论文
Medical Image Analysis, 2016, 期号: 32, 页码: 243-256
Authors:  Ye, Chuyang;  Zhuo, Jiachen;  Gullapalli, Rao;  Prince, Jerry
View  |  Adobe PDF(5261Kb)  |  Favorite  |  View/Download:25/3  |  Submit date:2016/10/13
Diffusion Mri  Fiber Orientation Estimation  Neighborhood Information