一种模拟放射治疗中肺肿瘤运动的弹簧-阻尼系统

Phillip Lawrence Wilson, Juergen Meyer
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引用次数: 7

摘要

一个三维系统的弹簧和阻尼器提出了模拟运动的肺肿瘤在呼吸。配置系统的主要指导因素是腹部和肺部肿瘤运动之间的空间关系。在三维呼吸信号的驱动下,一个耦合的、无维的三阶常微分方程模拟了肿瘤的运动。渐近分析用于将系统减少到由3D信号驱动的单个方程,在小的横向和横向肿瘤运动的限制下。给出了求解该方程的数值格式,并在较宽的参数范围内进行了测试。该模型采用真实临床数据作为输入,肿瘤运动输出与原型肿瘤跟踪系统得到的结果吻合良好,模型参数通过优化得到。完整的3D模型有可能准确地模拟任何肺部肿瘤的运动,给定腹部信号作为输入,模型参数从内部优化程序中获得。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Spring-Dashpot System for Modelling Lung Tumour Motion in Radiotherapy
A 3D system of springs and dashpots is presented to model the motion of a lung tumour during respiration. The main guiding factor in configuring the system is the spatial relationship between abdominal and lung tumour motion. A coupled, non-dimensional triple of ordinary differential equations models the tumour motion when driven by a 3D breathing signal. Asymptotic analysis is used to reduce the system to a single equation driven by a 3D signal, in the limit of small lateral and transverse tumour motions. A numerical scheme is introduced to solve this equation, and tested over wide parameter ranges. Real clinical data is used as input to the model, and the tumour motion output is in excellent agreement with that obtained by a prototype tumour tracking system, with model parameters obtained by optimization. The fully 3D model has the potential to accurately model the motion of any lung tumour given an abdominal signal as input, with model parameters obtained from an internal optimization routine.
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