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Sparse Reconstruction of Fluorescence Molecular Tomography Using Variable Splitting and Alternating Direction Scheme 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2018, 卷号: 20, 期号: 1, 页码: 37-46
Authors:  Ye, Jinzuo;  Du, Yang;  An, Yu;  Mao, Yamin;  Jiang, Shixin;  Shang, Wenting;  He, Kunshan;  Yang, Xin;  Wang, Kun;  Chi, Chongwei;  Tian, Jie
View  |  Adobe PDF(4197Kb)  |  Favorite  |  View/Download:90/26  |  Submit date:2018/01/02
Fluorescence Molecular Tomography  Reconstruction  Variable Splitting  Alternating Direction Scheme  In Vivo imagIng  
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:199/128  |  Submit date:2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
Multi-crop Convolutional Neural Networks for lung nodule malignancy suspiciousness classification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 61, 期号: 61, 页码: 663-673
Authors:  Shen, Wei;  Zhou, Mu;  Yang, Feng;  Yu, Dongdong;  Dong, Di;  Yang, Caiyun;  Zang, Yali;  Tian, Jie;  Feng Yang, Jie Tian
View  |  Adobe PDF(1358Kb)  |  Favorite  |  View/Download:495/270  |  Submit date:2016/10/21
Lung Nodule  Malignancy Suspiciousness  Convolutional Neural Network  Multi-crop Pooling  
Postreconstruction filtering of 3D PET images by using weighted higher-order singular value decomposition 期刊论文
BIOMEDICAL ENGINEERING ONLINE, 2016, 卷号: 15, 期号: 1, 页码: -
Authors:  Liu, Hongbo;  Wang, Kun;  Tian, Jie
Adobe PDF(3381Kb)  |  Favorite  |  View/Download:70/12  |  Submit date:2016/10/20
Positron Emission Tomography (Pet)  Higher-order Singular Value Decomposition (Hosvd)  Anscombe Variance-stabilizing Transform (Avst)  Similarity  Weighted  Denoising