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Optimization of GEANT4 settings for Proton Pencil Beam Scanning simulations using GATE

机译:使用GATE优化质子笔束扫描的GEANT4设置

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This study reports the investigation of different GEANT4 settings for proton therapy applications in the context of Treatment Planning System comparisons. The GEANT4.9.2 release was used through the GATE platform. We focused on the Pencil Beam Scanning delivery technique, which allows for intensity modulated proton therapy applications. The most relevant options and parameters (range cut, step size, database binning) for the simulation that influence the dose deposition were investigated, in order to determine a robust, accurate and efficient simulation environment. In this perspective, simulations of depth-dose profiles and transverse profiles at different depths and energies between 100 and 230 MeV have been assessed against reference measurements in water and PMMA. These measurements were performed in Essen, Germany, with the IBA dedicated Pencil Beam Scanning system, using Bragg-peak chambers and radiochromic films. GEANT4 simulations were also compared to the PHITS.2.14 and MCNPX.2.5.0 Monte Carlo codes. Depth-dose simulations reached 0.3 mm range accuracy compared to NIST CSDA ranges, with a dose agreement of about 1% over a set of five different energies. The transverse profiles simulated using the different Monte Carlo codes showed discrepancies, with up to 15% difference in beam widening between GEANT4 and MCNPX in water. A 8% difference between the GEANT4 multiple scattering and single scattering algorithms was observed. The simulations showed the inability of reproducing the measured transverse dose spreading with depth in PMMA, corroborating the fact that GEANT4 underestimates the lateral dose spreading. GATE was found to be a very convenient simulation environment to perform this study. A reference physics-list and an optimized parameters-list have been proposed. Satisfactory agreement against depth-dose profiles measurements was obtained. The simulation of transverse profiles using different Monte Carlo codes showed significant deviations. This point is crucial for Pencil Beam Scanning delivery simulations and suggests that the GEANT4 multiple scattering algorithm should be revised.
机译:这项研究报告了在治疗计划系统比较的背景下针对质子治疗应用的不同GEANT4设置的调查。通过GATE平台使用了GEANT4.9.2版本。我们专注于铅笔束扫描传输技术,该技术可用于强度调制质子治疗应用。为了确定鲁棒,准确和高效的仿真环境,研究了与仿真最相关的选项和参数(范围削减,步长,数据库合并),这些参数和参数会影响剂量沉积。从这个角度来看,已针对水和PMMA中的参考测量值评估了在100 MeV和230 MeV之间不同深度和能量的深度剂量分布和横向分布的模拟。这些测量是在德国埃森的IBA专用铅笔束扫描系统上进行的,使用的是布拉格峰室和放射致变色胶片。还将GEANT4模拟与PHITS.2.14和MCNPX.2.5.0蒙特卡洛代码进行了比较。与NIST CSDA范围相比,深度剂量模拟达到0.3 mm的量程精度,在一组五种不同能量下的剂量一致性约为1%。使用不同的蒙特卡洛编码模拟的横向剖面显示出差异,GEANT4和MCNPX在水中的光束展宽差异高达15%。观察到GEANT4多重散射和单次散射算法之间的差异为8%。模拟显示无法在PMMA中重现所测得的横向剂量分布随深度的变化,从而证实了GEANT4低估了横向剂量分布的事实。发现GATE是执行此研究的非常方便的仿真环境。已经提出了参考物理列表和优化参数列表。获得了对深度剂量分布测量的满意协议。使用不同的蒙特卡洛代码对横向轮廓进行模拟显示出明显的偏差。这一点对于笔形束扫描交付仿真至关重要,并建议应修改GEANT4多重散射算法。

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