First study of on-treatment volumetric imaging during respiratory gated VMAT

被引:15
作者
Choi, Kihwan [1 ,2 ]
Xing, Lei [2 ]
Koong, Albert [2 ]
Lia, Ruijiang [2 ]
机构
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Radiat Oncol, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
respiratory gated VMAT; on-treatment anatomy; compressed sensing; CONE-BEAM CT; IMRT DOSE RECONSTRUCTION; COMPUTED-TOMOGRAPHY; PROJECTION DATA; IMAGES; SHRINKAGE; THERAPY; FILES;
D O I
10.1118/1.4794925
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To obtain on-treatment volumetric patient anatomy during respiratory gated volumetric modulated arc therapy (VMAT). Methods: On-board imaging device integrated with Linacs offers a viable tool for Obtaining patient anatomy during radiation treatment delivery. In this study, the authors acquired beam-level kV images during gated VMAT treatments using a Varian TrueBeam (TM) STx Linac. These kV projection images are triggered by a respiratory gating signal and can be acquired immediately before treatment MV beam on at every breathing cycle during delivery. Because the kV images are acquired with an on-board imaging device during a rotational arc therapy, they provide the patient anatomical information from many different angles or projection views (typically 20-40). To reconstruct the volumetric image representing patient anatomy during the VMAT treatment, the authors used a compressed sensing method with a fast first-order optimization algorithm. The conventional FDK reconstruction was also used for comparison purposes. The method was tested on a dynamic anthropomorphic physical phantom as well as a lung patient. Results: The reconstructed volumetric images for a dynamic anthropomorphic physical phantom and a lung patient showed clearly visible soft-tissue target as well as other anatomical structures, with the proposed compressed sensing-based image reconstruction method. Compared with FDK, the compressed sensing method leads to a similar to two and threefold increase in contrast-to-noise ratio around the target area in the phantom and patient case, respectively. Conclusions: The proposed technique provides on-treatment volumetric patient anatomy, with only a fraction (<10%) of the imaging dose used in conventional CBCT procedures. This anatomical information may be valuable for geometric verification and treatment guidance, and useful for verification of treatment dose delivery, accumulation, and adaptation in the future. (C) 2013 American Association of Physicists in Medicine. [http://dx.doi.org/10.1118/1.4794925]
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页数:4
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