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验证一种新的基于网格的 Boltzmann 方程求解器在光子放射治疗中的剂量计算中的应用。

Validation of a new grid-based Boltzmann equation solver for dose calculation in radiotherapy with photon beams.

机构信息

Department of Radiation Physics, MD Anderson Cancer Center, Houston, TX 77030, USA.

出版信息

Phys Med Biol. 2010 Feb 7;55(3):581-98. doi: 10.1088/0031-9155/55/3/002. Epub 2010 Jan 7.

Abstract

A new grid-based Boltzmann equation solver, Acuros, was developed specifically for performing accurate and rapid radiotherapy dose calculations. In this study we benchmarked its performance against Monte Carlo for 6 and 18 MV photon beams in heterogeneous media. Acuros solves the coupled Boltzmann transport equations for neutral and charged particles on a locally adaptive Cartesian grid. The Acuros solver is an optimized rewrite of the general purpose Attila software, and for comparable accuracy levels, it is roughly an order of magnitude faster than Attila. Comparisons were made between Monte Carlo (EGSnrc) and Acuros for 6 and 18 MV photon beams impinging on a slab phantom comprising tissue, bone and lung materials. To provide an accurate reference solution, Monte Carlo simulations were run to a tight statistical uncertainty (sigma approximately 0.1%) and fine resolution (1-2 mm). Acuros results were output on a 2 mm cubic voxel grid encompassing the entire phantom. Comparisons were also made for a breast treatment plan on an anthropomorphic phantom. For the slab phantom in regions where the dose exceeded 10% of the maximum dose, agreement between Acuros and Monte Carlo was within 2% of the local dose or 1 mm distance to agreement. For the breast case, agreement was within 2% of local dose or 2 mm distance to agreement in 99.9% of voxels where the dose exceeded 10% of the prescription dose. Elsewhere, in low dose regions, agreement for all cases was within 1% of the maximum dose. Since all Acuros calculations required less than 5 min on a dual-core two-processor workstation, it is efficient enough for routine clinical use. Additionally, since Acuros calculation times are only weakly dependent on the number of beams, Acuros may ideally be suited to arc therapies, where current clinical algorithms may incur long calculation times.

摘要

一种新的基于网格的 Boltzmann 方程求解器 Acuros 是专门为进行精确和快速的放射治疗剂量计算而开发的。在这项研究中,我们将其在不均匀介质中 6 和 18 MV 光子束的性能与蒙特卡罗方法进行了基准测试。Acuros 在局部自适应笛卡尔网格上求解中性和带电粒子的耦合 Boltzmann 输运方程。Acuros 求解器是通用 Attila 软件的优化重写版本,在可比的精度水平下,它的速度大约比 Attila 快一个数量级。对 6 和 18 MV 光子束撞击由组织、骨骼和肺材料组成的平板体模,我们比较了蒙特卡罗(EGSnrc)和 Acuros 之间的结果。为了提供准确的参考解,蒙特卡罗模拟的统计不确定性(sigma 约为 0.1%)和细分辨率(1-2mm)非常高。Acuros 的结果在包含整个体模的 2mm 立方体素网格上输出。我们还对人体体模上的乳房治疗计划进行了比较。在体模中剂量超过最大剂量 10%的区域,Acuros 和蒙特卡罗之间的一致性在局部剂量的 2%以内或 1mm 以内。对于乳房情况,在剂量超过处方剂量 10%的 99.9%的体素中,一致性在局部剂量的 2%以内或 2mm 以内。在其他地方,在低剂量区域,所有情况下的一致性都在最大剂量的 1%以内。由于在双核心双处理器工作站上,所有 Acuros 计算都不到 5 分钟,因此它足够高效,可以用于常规临床使用。此外,由于 Acuros 计算时间仅与光束数量弱相关,因此 Acuros 可能非常适合弧形治疗,而当前的临床算法可能会导致计算时间过长。

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