Deformable image registration of CT images for automatic contour propagation in radiation therapy

被引:3
|
作者
Wu, Qian [1 ,2 ,3 ,4 ,5 ]
Cao, Ruifen [2 ,3 ,5 ]
Pei, Xi [2 ,3 ,5 ]
Jia, Jing [2 ,3 ,5 ]
Hu, Liqin [1 ,2 ,3 ,5 ]
机构
[1] Univ Sci & Technol China, Hefei 230027, Anhui, Peoples R China
[2] Chinese Acad Sci, Inst Nucl Energy Safety Technol, Key Lab Neutron & Radiat Safety, Hefei 230031, Peoples R China
[3] Engn Technol Res Ctr Accurate Radiotherapy Anhui, Hefei 230031, Peoples R China
[4] Anhui Med Univ, Sch Gen Educ, Hefei 230032, Anhui, Peoples R China
[5] Jiangsu Higher Educ Inst, Collaborat Innovat Ctr Radiat Med, Suzhou 215006, Peoples R China
基金
中国国家自然科学基金;
关键词
Computed tomography; deformable image registration; structure delineation; contour propagation; CONCEPTUAL DESIGN;
D O I
10.3233/BME-151399
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Radiotherapy treatment plan may be replanned due the changes of tumors and organs at risk (OARs) during the treatment. Deformable image registration (DIR) based Computed Tomography (CT) contour propagation in the routine clinical setting is expected to reduce time needed for necessary manual tumors and OARs delineations and increase the efficiency of replanning. In this study, a DIR method was developed for CT contour propagation. Prior structure delineations were incorporated into Demons DIR, which was represented by adding an intensity matching term of the delineated tissues pairs to the energy function of Demons. The performance of our DIR was evaluated with five clinical head-and-neck and five lung cancer cases. The experimental results verified the improved accuracy of the proposed registration method compared with conventional registration and Demons DIR.
引用
收藏
页码:S1037 / S1044
页数:8
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