aquure移动加速器电子束能谱重建方法的实现与验证。

IF 1.2 Q4 ONCOLOGY
Reports of Practical Oncology and Radiotherapy Pub Date : 2025-03-21 eCollection Date: 2025-01-01 DOI:10.5603/rpor.104511
Adam Ryczkowski, Bartosz Pawałowski, Marta Małgorzata Kruszyna-Mochalska, Agnieszka Misiarz, Agata Jodda, Przemysław Adrich, Tomasz Piotrowski
{"title":"aquure移动加速器电子束能谱重建方法的实现与验证。","authors":"Adam Ryczkowski, Bartosz Pawałowski, Marta Małgorzata Kruszyna-Mochalska, Agnieszka Misiarz, Agata Jodda, Przemysław Adrich, Tomasz Piotrowski","doi":"10.5603/rpor.104511","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The energy spectrum is the main component of the Monte Carlo model of the electron beam. One possible method to obtain it is a backward reconstruction from the measured depth dose distribution, owing to solving the inverse first-degree Fredholm integral equation with appropriate regularisation. This study aimed to reconstruct and validate energy spectra for mobile intraoperative accelerators.</p><p><strong>Materials and methods: </strong>The Geant4 package was used to simulate percentage depth dose (PDD) distributions. The micro-Diamond detector and the BeamScan water phantom were used to measure PDD. 160 PDDs were simulated for quasi-monoenergetic beams with energies from 0 to 20 MeV for a 10 cm diameter applicator. Using the simulated and measured PDDs, energy spectra were reconstructed for all available nominal energies by solving the inverse Fredholm equation. A single Gaussian peak was used as a reference solution, and the regularisation parameter λ was set to 0.05. Obtained spectra were used to simulate PDD for 5 and 6 cm applicators and compared with the measurements.</p><p><strong>Results: </strong>Simulated and measured PDDs were compared using the gamma analysis method with 2% DD and 2 mm distance to agreement (DTA) criteria. Measured and simulated PDDs agree perfectly for the 4 MeV beam. For higher energies, the PDDs agree at all depths except for depths less than 2 mm.</p><p><strong>Conclusion: </strong>The numerical solution of the inverse Fredholm equation with Tikhonov regularisation using simulated annealing optimisation is a reliable method to reconstruct the energy spectrum for electron beams produced by mobile intraoperative accelerators.</p>","PeriodicalId":47283,"journal":{"name":"Reports of Practical Oncology and Radiotherapy","volume":"30 1","pages":"62-70"},"PeriodicalIF":1.2000,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11999011/pdf/","citationCount":"0","resultStr":"{\"title\":\"Implementation and validation of the method for the energy spectra reconstruction of electron beams generated by the AQURE mobile accelerator.\",\"authors\":\"Adam Ryczkowski, Bartosz Pawałowski, Marta Małgorzata Kruszyna-Mochalska, Agnieszka Misiarz, Agata Jodda, Przemysław Adrich, Tomasz Piotrowski\",\"doi\":\"10.5603/rpor.104511\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The energy spectrum is the main component of the Monte Carlo model of the electron beam. One possible method to obtain it is a backward reconstruction from the measured depth dose distribution, owing to solving the inverse first-degree Fredholm integral equation with appropriate regularisation. This study aimed to reconstruct and validate energy spectra for mobile intraoperative accelerators.</p><p><strong>Materials and methods: </strong>The Geant4 package was used to simulate percentage depth dose (PDD) distributions. The micro-Diamond detector and the BeamScan water phantom were used to measure PDD. 160 PDDs were simulated for quasi-monoenergetic beams with energies from 0 to 20 MeV for a 10 cm diameter applicator. Using the simulated and measured PDDs, energy spectra were reconstructed for all available nominal energies by solving the inverse Fredholm equation. A single Gaussian peak was used as a reference solution, and the regularisation parameter λ was set to 0.05. Obtained spectra were used to simulate PDD for 5 and 6 cm applicators and compared with the measurements.</p><p><strong>Results: </strong>Simulated and measured PDDs were compared using the gamma analysis method with 2% DD and 2 mm distance to agreement (DTA) criteria. Measured and simulated PDDs agree perfectly for the 4 MeV beam. For higher energies, the PDDs agree at all depths except for depths less than 2 mm.</p><p><strong>Conclusion: </strong>The numerical solution of the inverse Fredholm equation with Tikhonov regularisation using simulated annealing optimisation is a reliable method to reconstruct the energy spectrum for electron beams produced by mobile intraoperative accelerators.</p>\",\"PeriodicalId\":47283,\"journal\":{\"name\":\"Reports of Practical Oncology and Radiotherapy\",\"volume\":\"30 1\",\"pages\":\"62-70\"},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2025-03-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11999011/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Reports of Practical Oncology and Radiotherapy\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5603/rpor.104511\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q4\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Reports of Practical Oncology and Radiotherapy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5603/rpor.104511","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q4","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

背景:能谱是电子束蒙特卡罗模型的主要组成部分。一种可能的方法是通过求解一阶Fredholm逆积分方程并进行适当的正则化,从测量的深度剂量分布进行反向重构。本研究旨在重建和验证移动术中加速器的能谱。材料和方法:采用Geant4包模拟百分比深度剂量(PDD)分布。采用微金刚石探测器和波束扫描水模对PDD进行了测量。在直径为10 cm的施加器上,模拟了能量为0 ~ 20 MeV的准单能光束的160个pdd。利用模拟和实测的pdd,通过求解反Fredholm方程重构了所有可用标称能量的能谱。使用单个高斯峰作为参考溶液,正则化参数λ设置为0.05。用所得光谱模拟了5 cm和6 cm涂敷器的PDD,并与测量值进行了比较。结果:模拟和测量的pdd采用2% DD和2 mm距离一致(DTA)标准的伽马分析方法进行比较。对于4mev束流,测量和模拟的pdd完全一致。结论:利用模拟退火优化方法求解具有Tikhonov正则化的Fredholm逆方程是重建移动加速器产生的电子束能谱的一种可靠方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation and validation of the method for the energy spectra reconstruction of electron beams generated by the AQURE mobile accelerator.

Background: The energy spectrum is the main component of the Monte Carlo model of the electron beam. One possible method to obtain it is a backward reconstruction from the measured depth dose distribution, owing to solving the inverse first-degree Fredholm integral equation with appropriate regularisation. This study aimed to reconstruct and validate energy spectra for mobile intraoperative accelerators.

Materials and methods: The Geant4 package was used to simulate percentage depth dose (PDD) distributions. The micro-Diamond detector and the BeamScan water phantom were used to measure PDD. 160 PDDs were simulated for quasi-monoenergetic beams with energies from 0 to 20 MeV for a 10 cm diameter applicator. Using the simulated and measured PDDs, energy spectra were reconstructed for all available nominal energies by solving the inverse Fredholm equation. A single Gaussian peak was used as a reference solution, and the regularisation parameter λ was set to 0.05. Obtained spectra were used to simulate PDD for 5 and 6 cm applicators and compared with the measurements.

Results: Simulated and measured PDDs were compared using the gamma analysis method with 2% DD and 2 mm distance to agreement (DTA) criteria. Measured and simulated PDDs agree perfectly for the 4 MeV beam. For higher energies, the PDDs agree at all depths except for depths less than 2 mm.

Conclusion: The numerical solution of the inverse Fredholm equation with Tikhonov regularisation using simulated annealing optimisation is a reliable method to reconstruct the energy spectrum for electron beams produced by mobile intraoperative accelerators.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
2.80
自引率
8.30%
发文量
115
审稿时长
16 weeks
期刊介绍: Reports of Practical Oncology and Radiotherapy is an interdisciplinary bimonthly journal, publishing original contributions in clinical oncology and radiotherapy, as well as in radiotherapy physics, techniques and radiotherapy equipment. Reports of Practical Oncology and Radiotherapy is a journal of the Polish Society of Radiation Oncology, the Czech Society of Radiation Oncology, the Hungarian Society for Radiation Oncology, the Slovenian Society for Radiotherapy and Oncology, the Polish Study Group of Head and Neck Cancer, the Guild of Bulgarian Radiotherapists and the Greater Poland Cancer Centre, affiliated with the Spanish Society of Radiotherapy and Oncology, the Italian Association of Radiotherapy and the Portuguese Society of Radiotherapy - Oncology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信