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Pre-treatment radiotherapy dose verification using Monte Carlo doselet modulation in a spherical phantom

机译:球形体模中使用蒙特卡洛剂量调制的治疗前放疗剂量验证

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Due to the increasing complexity of radiotherapy delivery, accurate dose verification has become an essential part of the clinical treatment process. The purpose of this work was to develop a pre-treatment verification technique capable of quickly reconstructing 3D dose distributions from both coplanar and non-coplanar treatments. For each treatment field, electronic portal images were taken in non-transmission mode (with no patient in the beam) allowing the derivation of the delivered fluence maps. The dose reconstruction was then performed in a spherical water phantom by modulating and summing the Monte Carlo (MC) doselets, defined on a spherical co-ordinate system, and pre-calculated from azimuthally symmetric fluence above the jaws. The technique, called the spherical doselet modulation (SDM) method, essentially eliminates the statistical uncertainty of the MC dose calculations by exploiting the azimuthal symmetry in both a patient-independent phase-space and in a virtual spherical water phantom. For example, this symmetry allowed the number of doselets necessary for dose reconstruction to be reduced by a factor of ~250. In this work, only 51 radially binned doselets were used (each generated from all particles in a given annulus of the phase-space, azimuthally redistributed into a small cylindrical sector). The SDM method mitigates the most computationally intensive part of this type of dose reconstruction - reading, weighting and summing dose matrices. The accuracy of the system was tested against MC calculations as well as our previously reported phase-space modulation method, using a series of open field and IMRT cases. The mean chi- and gamma-test 3%/3 mm success rates of the SDM method were 98.6% and 99.5%, respectively, when compared to full MC simulation. The total calculation time was 96 s per treatment field on a single processor core.
机译:由于放疗的日益复杂,准确的剂量验证已成为临床治疗过程的重要组成部分。这项工作的目的是开发一种预处理验证技术,该技术能够从共面和非共面治疗中快速重建3D剂量分布。对于每个治疗领域,均以非透射模式(在光束中无患者的情况下)拍摄电子门图像,从而可以得出所输送的注量图。然后,通过调制和求和在球形坐标系上定义的蒙特卡洛(MC)剂量,并根据下颌上方的方位角对称注量进行预先计算,在球形水体模中进行剂量重建。该技术称为球形剂量调制(SDM)方法,通过在与患者无关的相空间和虚拟球形水体模型中利用方位角对称性,从根本上消除了MC剂量计算的统计不确定性。例如,这种对称性使剂量重建所需的剂量数量减少了约250倍。在这项工作中,仅使用了51个径向装仓的小剂量(每个小剂量都由相空间给定环空中的所有粒子生成,并沿方位角重新分配到一个小的圆柱扇形中)。 SDM方法减轻了这种剂量重建过程中计算量最大的部分-读取,加权和求和剂量矩阵。使用一系列开放场和IMRT案例,针对MC计算以及我们先前报道的相空间调制方法,测试了系统的准确性。与完全MC模拟相比,SDM方法的平均卡氏检验和伽玛检验成功率为3%/ 3 mm,分别为98.6%和99.5%。在单个处理器内核上,每个处理场的总计算时间为96 s。

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