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

机译:验证了一种新的基于网格的玻耳兹曼方程求解器在光子束放射治疗剂量计算中的应用。

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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.
机译:专门开发了一种基于网格的新型Boltzmann方程求解器Acuros,用于执行准确,快速的放射治疗剂量计算。在这项研究中,我们在异质介质中针对6和18 MV光子束,将其性能与Monte Carlo进行了比较。 Acuros解决了局部自适应笛卡尔网格上中性和带电粒子的耦合的Boltzmann传输方程。 Acuros求解器是通用Attila软件的优化改写,对于可比较的精度水平,它大约比Attila快一个数量级。在Monte Carlo(EGSnrc)和Acuros之间进行了比较,得出了撞击在包含组织,骨骼和肺部材料的平板幻影上的6和18 MV光子束。为了提供准确的参考解决方案,对蒙特卡洛模拟进行了严格的统计不确定性(σ约为0.1%)和高分辨率(1-2 mm)。 Acuros结果在包含整个幻像的2 mm立方体素网格上输出。还对拟人模型的乳房治疗计划进行了比较。对于剂量超过最大剂量10%的区域中的平板幻影,Acuros和Monte Carlo之间的一致性在局部剂量的2%以内或一致距离1 mm之内。对于乳腺病例,如果剂量超过处方剂量的10%,则在99.9%的体素中,一致性应在局部剂量的2%以内或与协议相距2毫米以内。在其他地方,在低剂量区域,所有病例的一致性均在最大剂量的1%以内。由于在双核双处理器工作站上所有Acuros计算都需要不到5分钟的时间,因此对于常规临床使用而言它足够有效。另外,由于Acuros的计算时间仅微弱地依赖于束的数量,因此Acuros可能理想地适合于电弧疗法,而当前的临床算法可能会导致较长的计算时间。

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