Experimental investigation of discrete range modulation proton radiography with a focus on edge-blurring improvement

IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Physica Medica-European Journal of Medical Physics Pub Date : 2025-05-01 Epub Date: 2025-04-03 DOI:10.1016/j.ejmp.2025.104961
I-Chun Cho , Yu-Hsin Cheng , Yi-Ting Liu , Meng-Wei Ho , Yu-Ming Wang , Tsukasa Aso , Sheng-Wen Hsiao , Yi-Chun Lin , Kang-Hsing Fan , Tsi-Chian Chao
{"title":"Experimental investigation of discrete range modulation proton radiography with a focus on edge-blurring improvement","authors":"I-Chun Cho ,&nbsp;Yu-Hsin Cheng ,&nbsp;Yi-Ting Liu ,&nbsp;Meng-Wei Ho ,&nbsp;Yu-Ming Wang ,&nbsp;Tsukasa Aso ,&nbsp;Sheng-Wen Hsiao ,&nbsp;Yi-Chun Lin ,&nbsp;Kang-Hsing Fan ,&nbsp;Tsi-Chian Chao","doi":"10.1016/j.ejmp.2025.104961","DOIUrl":null,"url":null,"abstract":"<div><h3>Purpose</h3><div>Proton radiography’s reliability in range verification is hindered by image quality due to multiple Coulomb scattering. This study evaluated the feasibility of using discrete range modulation (DRM) proton radiography for proton range estimation with Monte Carlo simulations and experimental approaches.</div></div><div><h3>Methods</h3><div>The PTSim Monte Carlo code analyzed the image resolution of the DRM method for various checkerboard phantom configurations and identified the source of edge-blurring using the geometric trigger feature. Additionally, an in-house MATLAB code was developed to deconvolute the energy dose curve and reduce edge-blurring effects in DRM images caused by multiple Coulomb scattering (MCS). In the experimental part, a CIRS phantom and a human-like Alderson Radiation Therapy phantom were used to acquire the first DRM image and apply a commercial 2D detector under clinical conditions.</div></div><div><h3>Results</h3><div>The simulation results from the checkerboard phantom revealed that the image resolution of the DRM image can reach 1 mm in both 5 cm and 9 cm phantom. The geometric trigger feature in the simulation helped remove the edge-blurring effect caused by MCS from the DRM image. Experiments with the CIRS phantom showed a maximum water-equivalent path length (WEPL) prediction error of approximately 1 mm for various materials. The experiment with the human-like phantom demonstrated that DRM can image complex structures, including soft tissue and skeletal regions.</div></div><div><h3>Conclusions</h3><div>In conclusion, the DRM method showed potential for clinical use, producing high-quality images, providing accurate WEPL prediction, correcting edge-blurring caused by MCS, and imaging complex structures.</div></div>","PeriodicalId":56092,"journal":{"name":"Physica Medica-European Journal of Medical Physics","volume":"133 ","pages":"Article 104961"},"PeriodicalIF":2.7000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physica Medica-European Journal of Medical Physics","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1120179725000717","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/3 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose

Proton radiography’s reliability in range verification is hindered by image quality due to multiple Coulomb scattering. This study evaluated the feasibility of using discrete range modulation (DRM) proton radiography for proton range estimation with Monte Carlo simulations and experimental approaches.

Methods

The PTSim Monte Carlo code analyzed the image resolution of the DRM method for various checkerboard phantom configurations and identified the source of edge-blurring using the geometric trigger feature. Additionally, an in-house MATLAB code was developed to deconvolute the energy dose curve and reduce edge-blurring effects in DRM images caused by multiple Coulomb scattering (MCS). In the experimental part, a CIRS phantom and a human-like Alderson Radiation Therapy phantom were used to acquire the first DRM image and apply a commercial 2D detector under clinical conditions.

Results

The simulation results from the checkerboard phantom revealed that the image resolution of the DRM image can reach 1 mm in both 5 cm and 9 cm phantom. The geometric trigger feature in the simulation helped remove the edge-blurring effect caused by MCS from the DRM image. Experiments with the CIRS phantom showed a maximum water-equivalent path length (WEPL) prediction error of approximately 1 mm for various materials. The experiment with the human-like phantom demonstrated that DRM can image complex structures, including soft tissue and skeletal regions.

Conclusions

In conclusion, the DRM method showed potential for clinical use, producing high-quality images, providing accurate WEPL prediction, correcting edge-blurring caused by MCS, and imaging complex structures.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
离散范围调制质子射线照相的实验研究,重点是改善边缘模糊
目的质子x线摄影由于多重库仑散射导致的图像质量影响了其距离验证的可靠性。本研究通过蒙特卡罗模拟和实验方法评估了使用离散距离调制(DRM)质子放射成像进行质子距离估计的可行性。方法利用PTSim蒙特卡罗代码分析了DRM方法在各种棋盘幻像配置下的图像分辨率,并利用几何触发特征识别边缘模糊的来源。此外,我们还开发了一个MATLAB代码来解卷积能量剂量曲线,并减少多重库仑散射(MCS)引起的DRM图像边缘模糊效应。在实验部分,我们使用CIRS体模和类人Alderson放射治疗体模获得第一张DRM图像,并在临床条件下应用商用二维探测器。结果棋盘模体的仿真结果表明,在5 cm和9 cm模体中,DRM图像的分辨率都可以达到1 mm。仿真中的几何触发特征有助于消除DRM图像中MCS引起的边缘模糊效应。利用CIRS模型进行的实验表明,对于各种材料,最大水等效路径长度(WEPL)预测误差约为1 mm。对类人幻影的实验表明,DRM可以成像复杂的结构,包括软组织和骨骼区域。结论DRM方法具有较高的临床应用价值,可产生高质量的图像,提供准确的WEPL预测,纠正MCS引起的边缘模糊,并可成像复杂结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
6.80
自引率
14.70%
发文量
493
审稿时长
78 days
期刊介绍: Physica Medica, European Journal of Medical Physics, publishing with Elsevier from 2007, provides an international forum for research and reviews on the following main topics: Medical Imaging Radiation Therapy Radiation Protection Measuring Systems and Signal Processing Education and training in Medical Physics Professional issues in Medical Physics.
期刊最新文献
Beyond hype: Adoption and attitudes toward generative AI among Indonesian medical physicists Modelling of dose-escalated proton beam therapy for Locally Advanced Pancreatic Cancer using simulated phantoms Application of alanine and ionization chamber dosimetry with a 3D-printed prostate phantom for quality assurance in high dose rate brachytherapy Quantitative image reconstruction for small-animal SPECT imaging including resolution recovery, scatter correction and attenuation correction Prediction of Dose-Averaged linear energy transfer in lung for carbon-ion radiotherapy.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1