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考虑机械和剂量计算不确定性的容积调强弧形治疗(VMAT)的调制指数

Modulation index for VMAT considering both mechanical and dose calculation uncertainties.

作者信息

Park Jong Min, Park So-Yeon, Kim Hyoungnyoun

机构信息

Department of Radiation Oncology, Seoul National University Hospital, Seoul, 110-744, Korea. Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, 110-744, Korea. Biomedical Research Institute, Seoul National University Hospital, Seoul, 110-744, Korea. Center for Convergence Research on Robotics, Advanced Institutes of Convergence Technology, Suwon, 443-270, Korea.

出版信息

Phys Med Biol. 2015 Sep 21;60(18):7101-25. doi: 10.1088/0031-9155/60/18/7101. Epub 2015 Aug 28.

Abstract

The aim of this study is to present a modulation index considering both mechanical and dose calculation uncertainties for volumetric modulated arc therapy (VMAT). As a modulation index considering only mechanical uncertainty of VMAT, MIt has been previously suggested. In this study, we developed a weighting factor which represents dose calculation uncertainty based on the aperture shapes of fluence maps at every control point of VMAT plans. In order to calculate the weighting factor, the thinning algorithm of image processing techniques was applied to measure field aperture irregularity. By combining this weighting factor with the previously suggested modulation index, MIt, comprehensive modulation index (MIc) was designed. To evaluate the performance of MIc, gamma passing rates, differences in mechanical parameters between plans and log files and differences in dose-volume parameters between plans and the plans reconstructed from log files were acquired with a total of 52 VMAT plans. Spearman's correlation coefficients (rs) between the values of MIc and measures of VMAT delivery accuracy were calculated. The rs values of MIc (f = 0.5) to global gamma passing rates with 2%/2 mm, 1%/2 mm and 2%/1 mm were  -0.728,-0.847 and  -0.617, respectively (p  <  0.001). Those to local gamma passing rates were  -0.765,-0.767 and  -0.748, respectively (p  <  0.001). The rs values of MIc (f = 0.5) to multi-leaf collimator and gantry angle errors were 0.800 and  -0.712, respectively (p  <  0.001). The MIc (f = 0.5) showed a total of 20 rs values (p  <  0.05) to the differences in dose-volumetric parameters from a total of 35 tested cases. The MIc (f = 0.5) demonstrated considerable power to predict VMAT delivery accuracy showing strong correlations to various measures of VMAT delivery accuracy.

摘要

本研究的目的是提出一种考虑容积调强弧形治疗(VMAT)中机械和剂量计算不确定性的调制指数。作为仅考虑VMAT机械不确定性的调制指数,先前已提出MIt。在本研究中,我们基于VMAT计划每个控制点的注量图孔径形状,开发了一个代表剂量计算不确定性的加权因子。为了计算加权因子,应用图像处理技术的细化算法来测量射野孔径不规则性。通过将此加权因子与先前提出的调制指数MIt相结合,设计了综合调制指数(MIc)。为了评估MIc的性能,共收集了52个VMAT计划的伽马通过率、计划与日志文件之间的机械参数差异以及计划与从日志文件重建的计划之间的剂量体积参数差异。计算了MIc值与VMAT执行精度测量值之间的斯皮尔曼相关系数(rs)。MIc(f = 0.5)与2%/2 mm、1%/2 mm和2%/1 mm全局伽马通过率的rs值分别为 -0.728、-0.847和 -0.617(p < 0.001)。与局部伽马通过率的rs值分别为 -0.765、-0.767和 -0.748(p < 0.001)。MIc(f = 0.5)与多叶准直器和机架角度误差的rs值分别为0.800和 -0.712(p < 0.001)。MIc(f = 0.5)与总共35个测试案例的剂量体积参数差异显示出总共20个rs值(p < 0.05)。MIc(f = 0.5)显示出相当强的预测VMAT执行精度的能力,与VMAT执行精度的各种测量值显示出强相关性。

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