FullMonte蒙特卡罗模拟评价小鼠间质性光动力治疗方案

J. Cassidy, V. Betz, L. Lilge
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引用次数: 23

摘要

蒙特卡罗(MC)模拟被认为是生物光子模拟的“黄金标准”,以高计算需求的感知成本捕获所有相关的物理和材料特性。基于四面体网格的MC模拟特别有吸引力,因为能够随意细化网格以符合复杂的几何形状或用户定义的分辨率要求。由于不需要材料或光源性质的近似,MC方法适用于最广泛的生物光子模拟问题。MC方法还具有其他实现特性,包括固有的并行性,并允许不断变化的质量-运行时权衡。我们在这里展示了一个完整的基于mc的间隙PDT前瞻性影响剂量评估系统,该系统可以在四面体网格几何描述上生成剂量-体积直方图。据我们所知,这是第一个采用MC方法进行一般间质光动力治疗的系统,因此适用于非常广泛的解剖截面和材料特性。我们证明了剂量-体积直方图的评估本身是一种有效的方差减小方案,它大大减少了所需的数据包数量,从而减少了达到可接受的结果置信度所需的运行时间。我们得出结论,MC方法对于一般PDT治疗的评估和计划是可行的,并且比人们普遍认为的成本要低得多。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Treatment plan evaluation for interstitial photodynamic therapy in a mouse model by Monte Carlo simulation with FullMonte
Monte Carlo (MC) simulation is recognized as the “gold standard” for biophotonic simulation, capturing all relevant physics and material properties at the perceived cost of high computing demands. Tetrahedral-mesh-based MC simulations particularly are attractive due to the ability to refine the mesh at will to conform to complicated geometries or user-defined resolution requirements. Since no approximations of material or light-source properties are required, MC methods are applicable to the broadest set of biophotonic simulation problems. MC methods also have other implementation features including inherent parallelism, and permit a continuously-variable quality-runtime tradeoff. We demonstrate here a complete MC-based prospective fluence dose evaluation system for interstitial PDT to generate dose-volume histograms on a tetrahedral mesh geometry description. To our knowledge, this is the first such system for general interstitial photodynamic therapy employing MC methods and is therefore applicable to a very broad cross-section of anatomy and material properties. We demonstrate that evaluation of dose-volume histograms is an effective variance-reduction scheme in its own right which greatly reduces the number of packets required and hence runtime required to achieve acceptable result confidence. We conclude that MC methods are feasible for general PDT treatment evaluation and planning, and considerably less costly than widely believed.
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