Generation, validation, and benchmarking of a commercial independent Monte Carlo calculation beam model for multi-target SRS.

IF 2.4 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Zeitschrift fur Medizinische Physik Pub Date : 2023-09-07 DOI:10.1016/j.zemedi.2023.08.004
Justus Adamson, Brett G Erickson, Chunhao Wang, Yunfeng Cui, Markus Alber, John Kirkpatrick, Fang-Fang Yin
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引用次数: 0

Abstract

Background: Dosimetric validation of single isocenter multi-target radiosurgery plans is difficult due to conditions of electronic disequilibrium and the simultaneous irradiation of multiple off-axis lesions dispersed throughout the volume. Here we report the benchmarking of a customizable Monte Carlo secondary dose calculation algorithm specific for multi-target radiosurgery which future users may use to guide their commissioning and clinical implementation.

Purpose: To report the generation, validation, and clinical benchmarking of a volumetric Monte Carlo (MC) dose calculation beam model for single isocenter radiosurgery of intracranial multi-focal disease.

Methods: The beam model was prepared within SciMoCa (ScientificRT, Munich Germany), a commercial independent dose calculation software, with the aim of broad availability via the commercial software for use with single isocenter radiosurgery. The process included (1) definition & acquisition of measurement data required for beam modeling, (2) tuning model parameters to match measurements, (3) validation of the beam model via independent measurements and end-to-end testing, and finally, (4) clinical benchmarking and validation of beam model utility in a patient specific QA setting. We utilized a 6X Flattening-Filter-Free photon beam from a TrueBeam STX linear accelerator (Siemens Healthineers, Munich Germany).

Results: In addition to the measured data required for standard IMRT/VMAT (depth dose, central axis profiles & output factors, leaf gap), beam modeling and validation for single-isocenter SRS required central axis and off axis (5 cm & 9 cm) small field output factors and comparison between measurement and simulation of backscatter with aperture for jaw much greater than MLCs. Validation end-to-end measurements included SRS MapCHECK in StereoPHAN geometry (2%/1 mm Gamma = 99.2% ± 2.2%), and OSL & scintillator measurements in anthropomorphic STEEV phantom (6 targets, volume = 0.1-4.1cc, distance from isocenter = 1.2-7.9 cm) for which mean difference was -1.9% ± 2.2%. For 10 patient cases, MC for individual PTVs was -0.8% ± 1.5%, -1.3% ± 1.7%, and -0.5% ± 1.8% for mean dose, D95%, and D1%, respectively. This corresponded to custom passing rates action limits per AAPM TG-218 guidelines of ±5.2%, ±6.4%, and ±6.3%, respectively.

Conclusions: The beam modeling, validation, and clinical action criteria outlined here serves as a benchmark for future users of the customized beam model within SciMoCa for single isocenter radiosurgery of multi-focal disease.

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多目标SRS的商业独立蒙特卡罗计算光束模型的生成、验证和基准测试。
背景:由于电子不平衡和分散在整个体积内的多个离轴病变同时照射的条件,单个等中心多靶点放射手术计划的剂量学验证是困难的。在这里,我们报告了针对多靶点放射手术的可定制蒙特卡罗二次剂量计算算法的基准测试,未来的用户可以使用该算法来指导他们的调试和临床实施。目的:报道用于颅内多灶性疾病单中心放射手术的体积蒙特卡罗(MC)剂量计算束模型的生成、验证和临床基准。方法:在商业独立剂量计算软件SciMoCa (ScientificRT, Munich Germany)中制备光束模型,目的是通过商业软件广泛应用于单等中心放射手术。该过程包括(1)定义和获取光束建模所需的测量数据,(2)调整模型参数以匹配测量结果,(3)通过独立测量和端到端测试验证光束模型,最后,(4)临床基准测试和验证光束模型在患者特定QA设置中的实用性。我们使用了来自TrueBeam STX线性加速器(Siemens Healthineers, Munich Germany)的6倍无平坦滤波光子束。结果:除了标准IMRT/VMAT所需的测量数据(深度剂量、中心轴轮廓和输出因子、叶片间隙)外,单等中心SRS的光束建模和验证还需要中心轴和离轴(5 cm和9 cm)小场输出因子,以及下颌孔径远大于MLCs的后向散射的测量和模拟比较。验证端到端测量包括SRS MapCHECK StereoPHAN几何(2% / 1 mm伽马 = 99.2% ± 2.2%),和OSL &闪烁体测量拟人化STEEV幻影(6个目标,体积 = 0.1 - -4.1 cc,距离等深点 = 1.2 -7.9 厘米)的平均差 -1.9%± 2.2%。10例患者的平均剂量MC分别为-0.8% ± 1.5%,-1.3% ± 1.7%和-0.5% ± 1.8%,D95%和D1%。这与AAPM TG-218指南规定的自定义合格率行动限制分别为±5.2%,±6.4%和±6.3%相对应。结论:本文概述的光束建模、验证和临床作用标准可作为未来使用SciMoCa内定制光束模型进行多病灶单中心放射手术的基准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.70
自引率
10.00%
发文量
69
审稿时长
65 days
期刊介绍: Zeitschrift fur Medizinische Physik (Journal of Medical Physics) is an official organ of the German and Austrian Society of Medical Physic and the Swiss Society of Radiobiology and Medical Physics.The Journal is a platform for basic research and practical applications of physical procedures in medical diagnostics and therapy. The articles are reviewed following international standards of peer reviewing. Focuses of the articles are: -Biophysical methods in radiation therapy and nuclear medicine -Dosimetry and radiation protection -Radiological diagnostics and quality assurance -Modern imaging techniques, such as computed tomography, magnetic resonance imaging, positron emission tomography -Ultrasonography diagnostics, application of laser and UV rays -Electronic processing of biosignals -Artificial intelligence and machine learning in medical physics In the Journal, the latest scientific insights find their expression in the form of original articles, reviews, technical communications, and information for the clinical practice.
期刊最新文献
Editorial Board Contents Development and clinical implementation of a digital system for risk assessments for radiation therapy End-to-end testing for stereotactic radiotherapy including the development of a Multi-Modality phantom Note on uncertainty in Monte Carlo dose calculations and its relation to microdosimetry
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