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蒙特卡罗模拟技术在近距离放射治疗中的应用:一项全面的文献综述。

The use of Monte Carlo simulation techniques in brachytherapy: A comprehensive literature review.

作者信息

Adhikari Tirthraj, Montenegro Tomas, Jung Jae Won, Oare Courtney, Fonseca Gabriel, Beaulieu Luc, Alshreef Abdullah, Ferreira Clara

机构信息

Medical School, University of Minnesota, Minneapolis, MN.

Medical School, University of Minnesota, Minneapolis, MN.

出版信息

Brachytherapy. 2025 Jul-Aug;24(4):564-621. doi: 10.1016/j.brachy.2025.02.006. Epub 2025 Apr 2.

Abstract

Monte Carlo techniques have become crucial in brachytherapy since their introduction in the early 1980s, offering significant improvements in source parameter characterizations, and dose calculations. It provides precise dose distributions by modeling complex radiation interactions and can be determine doses in nonhomogeneous detailed cases. They are not affected by experimental artifacts, unlike traditional detectors, and can distinguish between primary and scatter dose components. However, MC techniques have limitations. They are susceptible to systematic errors and require thorough validation against experimental data, despite generally showing smaller standard deviations. Additionally, MC simulations can be computationally intensive and depend heavily on accurate input data and models. Recent research, including 1433 publications identified up to October 2024, highlights the ongoing development and application of MC techniques in brachytherapy. Of these, 426 articles met the inclusion criteria for relevance. This comprehensive review aims to help brachytherapy researchers to identify the appropriate MC code depending on the application in BT research. Of the forty-five MC codes used in BT, MCNP is noted as the most widely used MC code due to its robust modeling capabilities in various materials and geometries. AAPM TG-186 and TG-372 reports have recommended the use of model base dose calculation algorithms, since it can offer more accurate dose calculations over TG-43 formalism, particularly in heterogeneous tissues. Despite these recommendations, further research is needed to refine dosimetry for various isotopes, geometry and media. In essence, MC techniques have greatly enhanced the accuracy, precision and flexibility of brachytherapy techniques, though challenges such as systematic errors, heterogeneities corrections, and high computational demands remain. Continued research and development of MC codes and algorithms are essential for advancing the field and improving clinical outcomes.

摘要

自20世纪80年代初引入以来,蒙特卡罗技术在近距离放射治疗中变得至关重要,在源参数表征和剂量计算方面有显著改进。它通过对复杂的辐射相互作用进行建模来提供精确的剂量分布,并且可以在非均匀详细情况下确定剂量。与传统探测器不同,它们不受实验伪影的影响,并且可以区分原发射线剂量成分和散射剂量成分。然而,蒙特卡罗技术也有局限性。尽管通常显示出较小的标准差,但它们容易受到系统误差的影响,并且需要根据实验数据进行全面验证。此外,蒙特卡罗模拟计算量可能很大,并且严重依赖于准确的输入数据和模型。包括截至2024年10月确定的1433篇出版物在内的近期研究,突出了蒙特卡罗技术在近距离放射治疗中的持续发展和应用。其中,426篇文章符合相关性纳入标准。这篇全面综述旨在帮助近距离放射治疗研究人员根据在近距离放射治疗研究中的应用确定合适的蒙特卡罗代码。在用于近距离放射治疗的45种蒙特卡罗代码中,MCNP因其在各种材料和几何形状方面强大的建模能力而被认为是使用最广泛的蒙特卡罗代码。美国医学物理师协会(AAPM)TG - 186和TG - 372报告推荐使用基于模型的剂量计算算法,因为与TG - 43形式主义相比,它可以提供更准确的剂量计算,特别是在非均匀组织中。尽管有这些建议,但仍需要进一步研究以完善各种同位素、几何形状和介质的剂量学。从本质上讲,蒙特卡罗技术极大地提高了近距离放射治疗技术的准确性、精确性和灵活性,尽管诸如系统误差、不均匀性校正和高计算需求等挑战仍然存在。蒙特卡罗代码和算法的持续研究与开发对于推动该领域发展和改善临床结果至关重要。

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