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[1]杨志永,肖洪旭,李雨泽,等.基于胸部CT影像的肺血管树分割关键技术研究[J].天津大学学报(自然科学版),2018,(02):175-180.[doi:10.11784/tdxbz201706043]
 Yang Zhiyong,Xiao Hongxu,Li Yuze,et al.Research on Key Technologies of Pulmonary Vascular Trees Segmentation Based on Thoracic CT Images[J].Journal of Tianjin University,2018,(02):175-180.[doi:10.11784/tdxbz201706043]
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基于胸部CT影像的肺血管树分割关键技术研究

参考文献/References:

[1] van Rikxoort E M, van Ginneken B. Automated segmentation of pulmonary structures in thoracic computed tomography scans:A review[J]. Physics in Medicine & Biology, 2013, 58(17):187-220.
[2] Zhu Y, Tan Y, Hua Y, et al. Automatic segmentation of ground-glass opacities in lung CT images by using Markov random field-based algorithms[J]. Journal of Digital Imaging, 2012, 25(3):409-422.
[3] El-Baz A, Suri J S. Lung Imaging and Computer Aided Diagnosis[M]. FL, USA:CRC Press, 2011:189-219.
[4] Chen B, Kitasaka T, Honma H, et al. Automatic segmentation of pulmonary blood vessels and nodules based on local intensity structure analysis and surface propagation in 3D chest CT images[J]. International Journal of Computer Assisted Radiology and Surgery, 2012, 7(3):465-482.
[5] 刘忠强. CT图像中的肺血管分割方法[D]. 武汉:华中科技大学计算机科学与技术学院, 2016.
Liu Zhongqiang. Pulmonary Vascular Segmentation Methods in CT Images[D]. Wuhan:School of Computer Science and Technology, Huazhong University of Science and Technology, 2016(in Chinese).
[6] van Dongen E, van Ginneken B. Automatic segmentation of pulmonary vasculature in thoracic CT scans with local thresholding and airway wall removal[C]// IEEE International Conference on Biomedical Imaging:From Nano to Macro. Rotterdam, Netherlands, 2010:668-671.
[7] Park S, Lee S M, Kim N, et al. Automatic reconstruct-
tion of the arterial and venous trees on volumetric chest CT[J]. Medical Physics, 2013, 40(7):563-572.
[8] Fabijańska A. Segmentation of pulmonary vascular tree from 3D CT thorax scans[J]. Biocybernetics and Biomeical Engineering, 2015, 35(2):106-119.
[9] Lai J, Huang Y, Wang Y, et al. Three-dimension segmentation of pulmonary vascular trees for low dose CT scans[J]. Sensing and Imaging, 2016, 17(1):1-15.
[10] 黄煜峰, 王兴家, 赖凯, 等. 基于SMDC 连接代价算子的肺血管分割算法研究[J]. 北京生物医学工程, 2010, 29(3):235-240.
Huang Yufeng, Wang Xingjia, Lai Kai, et al. Algorithm of lung segmentation based on SMDC-connection cost[J]. Beijing Biomedical Engineering, 2010, 29(3):235-240(in Chinese).
[11] 高齐新, 杨金柱, 赵大哲, 等. 一种基于Canny算子的level-set肺部血管分割算法[J]. 系统仿真学报, 2008, 20(20):5534-5537.
Gao Qixin, Yang Jinzhu, Zhao Dazhe, et al. Pulmonary vessel for X-ray CT images segmented through Canny level-set[J]. Journal of System Simulation, 2008, 20(20):5534-5537(in Chinese).
[12] Orkisz M, Hoyos M H, Romanello V P, et al. Segmentation of the pulmonary vascular trees in 3D CT images using variational region-growing[J]. IRBM, 2014, 35(1):11-19.
[13] Manivila K D. Automatic vessel segmentation of lung affected patterns in MDCT using decision tree classification[J]. Middle-East Journal of Scientific Research, 2014, 22(11):1679-1685.
[14] Lorenson W E, Cline H E. Marching cubes:A high resolution 3D surface construction algorithm[J]. Computer Graphics, 1987, 21(4):163-169.
[15] Zhu C, Qi S, Han V T, et al. Automatic 3D segmentation of human airway tree in CT image[C]// International Conference on Biomedical Engineering and Informatics. Yantai, China, 2010:132-136.
[16] Bartz D, Mayer D, Fischer J, et al. Hybrid segmentation and exploration of the human lungs[C]// Proceedings of the 14th IEEE Visualization Conference(VIS’03). Washington, USA, 2003:177-184.
[17] Frangi A F, Niessen W J, Vincken K L, et al. Multiscale vessel enhancement filtering[C]//Medical Image Computing and Computer Assisted Intervention. MA, USA, 1998:130-137.
[18] Shikata H, Mclennan G, Hoffman E A, et al. Segmentation of pulmonary vascular trees from thoracic 3D CT images using level-set[C]//International Conference on Intelligent Information Technology Application. Qin-huangdao, China, 2009:24.
[19] Zhou X, Hayashi T, Fujita H, et al. Automatic segmentation and recognition of anatomical lung structures from high-resolution chest CT images[J]. Computerized Medical Imaging & Graphics the Official Journal of the Computerized Medical Imaging Society, 2006, 30(5):299-313.

备注/Memo

收稿日期: 2017-06-19; 修回日期: 2017-08-22.
作者简介: 杨志永(1972—), 男, 博士, 教授, meyang@tju.edu.cn.
通讯作者: 肖洪旭, xiaohxying@163.com.
基金项目: 国家自然科学基金重点项目(51775368); 天津市重大科技专项资助项目(14ZCDZGX00490); 广东省省级科技计划项目
(2017B020210004).
Supported by the Key Program of the National Natural Science Foundation of China(No.,51775368), the Special Fund for Key Program of Science and Technology of Tianjin, China(No.,14ZCDZGX00490)and the Science and Technology Planning Project of Guangdong Province, China(No.,2017B020210004).

更新日期/Last Update: 2018-02-10