Inverse planning of lung radiotherapy with photon and proton beams using a discrete ordinates Boltzmann solver

被引:1
|
作者
Bedford, James L. [1 ,2 ]
机构
[1] Inst Canc Res, Joint Dept Phys, London SM2 5PT, England
[2] Royal Marsden NHS Fdn Trust, London SM2 5PT, England
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2024年 / 69卷 / 03期
关键词
inverse planning; discrete ordinates; linear Boltzmann transport equations; proton therapy; VMAT; MONTE-CARLO; DOSE CALCULATION; COMPLICATION PROBABILITY; ANALYTICAL APPROXIMATION; RADIATION-THERAPY; TISSUE PARAMETERS; CT NUMBERS; ACUROS XB; OPTIMIZATION; MODEL;
D O I
10.1088/1361-6560/ad1cf7
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. A discrete ordinates Boltzmann solver has recently been developed for use as a fast and accurate dose engine for calculation of photon and proton beams. The purpose of this study is to apply the algorithm to the inverse planning process for photons and protons and to evaluate the impact that this has on the quality of the final solution. Approach. The method was implemented into an iterative least-squares inverse planning optimiser, with the Boltzmann solver used every 20 iterations over the total of 100 iterations. Elemental dose distributions for the intensity modulation and the dose changes at the intermediate iterations were calculated by a convolution algorithm for photons and a simple analytical model for protons. The method was evaluated for 12 patients in the heterogeneous tissue environment encountered in radiotherapy of lung tumours. Photon arc and proton arc treatments were considered in this study. The results were compared with those for use of the Boltzmann solver solely at the end of inverse planning or not at all. Main results. Application of the Boltzmann solver at the end of inverse planning shows the dose heterogeneity in the planning target volume to be greater than calculated by convolution and empirical methods, with the median root-mean-square dose deviation increasing from 3.7 to 5.3 for photons and from 1.9 to 3.4 for proton arcs. Use of discrete ordinates throughout inverse planning enables homogeneity of target coverage to be maintained throughout, the median root-mean-square dose deviation being 3.6 for photons and 2.3 for protons. Dose to critical structures is similar with discrete ordinates and conventional methods. Time for inverse planning with discrete ordinates takes around 1-2 h using a contemporary computing environment. Significance. By incorporating the Boltzmann solver into an iterative least squares inverse planning optimiser, accurate dose calculation in a heterogeneous medium is obtained throughout inverse planning, with the result that the final dose distribution is of the highest quality.
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页数:15
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