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利用并行蒙特卡罗模拟进行 VMAT 的辅助监测单位计算。

Secondary monitor unit calculations for VMAT using parallelized Monte Carlo simulations.

机构信息

Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.

Medical Physics Program, University at Buffalo (SUNY), Buffalo, NY, USA.

出版信息

J Appl Clin Med Phys. 2019 Jun;20(6):60-69. doi: 10.1002/acm2.12605. Epub 2019 May 24.

Abstract

We have developed a fast and accurate in-house Monte Carlo (MC) secondary monitor unit (MU) check method, based on the EGSnrc system, for independent verification of volumetric modulated arc therapy (VMAT) treatment planning system dose calculations, in accordance with TG-114 recommendations. For a VMAT treatment plan created for a Varian Trilogy linac, DICOM information was exported from Eclipse. An open-source platform was used to generate input files for dose calculations using the EGSnrc framework. The full VMAT plan simulation employed 10 histories, and was parallelized to run on a computer cluster. The resulting 3ddose matrices were converted to the DICOM format using CERR and imported into Eclipse. The method was evaluated using 35 clinical VMAT plans of various treatment sites. For each plan, the doses calculated with the MC approach at four three-dimensional reference points were compared to the corresponding Eclipse calculations, as well as calculations performed using the clinical software package, MUCheck. Each MC arc simulation of 10 particles required 13-25 min of total time, including processing and calculation. The average discrepancies in calculated dose values between the MC method and Eclipse were 2.03% (compared to 3.43% for MUCheck) for prostate cases, 2.45% (3.22% for MUCheck) for head and neck cases, 1.7% (5.51% for MUCheck) for brain cases, and 2.84% (5.64% for MUCheck) for miscellaneous cases. Of 276 comparisons, 201 showed greater agreement between the treatment planning system and MC vs MUCheck. The largest discrepancies between MC and MUCheck were found in regions of high dose gradients and heterogeneous densities. By parallelizing the calculations, point-dose accuracies of 2-7%, sufficient for clinical secondary checks, can be achieved in a reasonable amount of time. As computer clusters and/or cloud computing become more widespread, this method will be useful in most clinical setups.

摘要

我们已经开发了一种快速准确的内部蒙特卡罗(MC)二次监测单元(MU)检查方法,基于 EGSnrc 系统,根据 TG-114 建议,对容积调强弧形治疗(VMAT)治疗计划系统剂量计算进行独立验证。对于在瓦里安 Trilogy 直线加速器上创建的 VMAT 治疗计划,从 Eclipse 导出了 DICOM 信息。使用开源平台生成使用 EGSnrc 框架进行剂量计算的输入文件。全 VMAT 计划模拟使用了 10 个历史记录,并在计算机集群上并行运行。生成的 3ddose 矩阵使用 CERR 转换为 DICOM 格式,并导入到 Eclipse 中。该方法使用各种治疗部位的 35 个临床 VMAT 计划进行了评估。对于每个计划,在四个三维参考点使用 MC 方法计算的剂量与相应的 Eclipse 计算以及使用临床软件包 MUCheck 进行的计算进行了比较。每个 10 个粒子的 MC 弧模拟总共需要 13-25 分钟的时间,包括处理和计算。MC 方法与 Eclipse 计算的剂量值的平均差异分别为前列腺病例为 2.03%(MUCheck 为 3.43%),头颈部病例为 2.45%(MUCheck 为 3.22%),脑病例为 1.7%(MUCheck 为 5.51%),杂项病例为 2.84%(MUCheck 为 5.64%)。在 276 次比较中,201 次显示治疗计划系统与 MC 与 MUCheck 之间的一致性更高。MC 与 MUCheck 之间最大的差异出现在高剂量梯度和不均匀密度区域。通过并行化计算,可以在合理的时间内实现 2-7%的点剂量精度,足以进行临床二次检查。随着计算机集群和/或云计算的普及,这种方法将在大多数临床环境中非常有用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f52/6560245/d6a0cc386719/ACM2-20-60-g001.jpg

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