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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
作者:  Wang, Shuo;  Zhou, Mu;  Liu, Zaiyi;  Liu, Zhenyu;  Gu, Dongsheng;  Zang, Yali;  Dong, Di;  Gevaert, Olivier;  Tian, Jie
浏览  |  Adobe PDF(3023Kb)  |  收藏  |  浏览/下载:584/228  |  提交时间:2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
Non-convex sparse regularization approach framework for high multiple-source resolution in Cerenkov luminescence tomography 期刊论文
OPTICS EXPRESS, 2017, 卷号: 25, 期号: 23, 页码: 28068-28085
作者:  Guo, Hongbo;  Hu, Zhenhua;  He, Xiaowei;  Zhang, Xiaojun;  Liu, Muhan;  Zhang, Zeyu;  Shi, Xiaojing;  Zheng, Sheng;  Tian, Jie
Adobe PDF(16278Kb)  |  收藏  |  浏览/下载:430/87  |  提交时间:2018/01/02
Multiple-source Resolution  
Fast in vivo bioluminescence tomography using a novel pure optical imaging technique 期刊论文
JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2017, 卷号: 10, 期号: 3
作者:  Zhang, Shuang;  Leng, Chengcai;  Liu, Hongbo;  Wang, Kun;  Tian, Jie
Adobe PDF(435Kb)  |  收藏  |  浏览/下载:339/70  |  提交时间:2017/07/18
Optical Surface Reconstruction  Bioluminescence Tomography Reconstruction  Optical Molecular Imaging  Light Flux Reconstruction  
Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2017, 卷号: 19, 期号: 2, 页码: 245-255
作者:  Zhang, Shuang;  Wang, Kun;  Liu, Hongbo;  Leng, Chengcai;  Gao, Yuan;  Tian, Jie
Adobe PDF(3239Kb)  |  收藏  |  浏览/下载:313/105  |  提交时间:2017/07/18
Bioluminescence Tomography Reconstruction  Optical Molecular Imaging  Split Bregman Method  Surrogate Functions  
Compactly Supported Radial Basis Function-Based Meshless Method for Photon Propagation Model of Fluorescence Molecular Tomography 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2017, 卷号: 36, 期号: 2, 页码: 366-373
作者:  An, Yu;  Liu, Jie;  Zhang, Guanglei;  Jiang, Shixin;  Ye, Jinzuo;  Chi, Chongwei;  Tian, Jie
浏览  |  Adobe PDF(1776Kb)  |  收藏  |  浏览/下载:427/95  |  提交时间:2017/05/05
Compactly Supported Radial Basis Function  Fluorescence Molecular Tomography  Meshless Method  Photon Propagation Model  
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
作者:  Shen, Wei;  Zhou, Mu;  Yang, Feng;  Yu, Dongdong;  Dong, Di;  Yang, Caiyun;  Zang, Yali;  Tian, Jie;  Feng Yang, Jie Tian
Adobe PDF(1358Kb)  |  收藏  |  浏览/下载:1333/608  |  提交时间:2016/10/21
Lung Nodule  Malignancy Suspiciousness  Convolutional Neural Network  Multi-crop Pooling  
Novel l(2,1)-norm optimization method for fluorescence molecular tomography reconstruction 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2016, 卷号: 7, 期号: 6, 页码: 2342-2359
作者:  Jiang, Shixin;  Liu, Jie;  An, Yu;  Zhang, Guanglei;  Ye, Jinzuo;  Mao, Yamin;  He, Kunshan;  Chi, Chongwei;  Tian, Jie
Adobe PDF(3871Kb)  |  收藏  |  浏览/下载:525/222  |  提交时间:2016/10/20
Image Reconstruction Techniques  Spectroscopy  Fluorescence And Luminescence  Tomography  
Meshless reconstruction method for fluorescence molecular tomography based on compactly supported radial basis function 期刊论文
JOURNAL OF BIOMEDICAL OPTICS, 2015, 卷号: 20, 期号: 10, 页码: 1-11
作者:  An, Yu;  Liu, Jie;  Zhang, Guanglei;  Ye, Jinzuo;  Mao, Yamin;  Jiang, Shixin;  Shang, Wenting;  Du, Yang;  Chi, Chongwei;  Tian, Jie
浏览  |  Adobe PDF(4628Kb)  |  收藏  |  浏览/下载:599/215  |  提交时间:2016/01/18
Fluorescence Molecular Tomography  Image Reconstruction  Compactly Supported Radial Basis Function