Modeling prompt gamma (PG) emission, detection and imaging in real patient anatomy using a novel Compton camera for dose verification in proton therapy.

IF 3.3 3区 医学 Q2 ENGINEERING, BIOMEDICAL
V R Sharma, Z Jiang, S Mossahebi, E Shakeri, A Chalise, M K Gobbert, S W Peterson, J C Polf, L Ren
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引用次数: 0

Abstract

Objective. Prompt gamma (PG) imaging is a promising modality for proton dose verification. Currently, there is a lack of effective tools to investigate the entire PG imaging process in patient anatomy, from PG emission to camera detection and image reconstruction, to evaluate and optimize its efficacy for dose verification in proton therapy.Approach. To address this gap, we developed a Monte-Carlo package, POLARIS J Monte Carlo (PJ-MC), that simulates the entire PG emission and imaging workflow in patient anatomy. We utilized Geant4 classes and G4-ancillary tools, employing the DCMTK external tool with G4PhantomParameterisation to convert patient CT data into voxelized geometries. Proton beams were modeled based on medical physics commissioning data. A novel two-stage POLARIS-J3 Compton-Camera was simulated under the patient couch for recording total, double, and triple scattered PG signals. Proton maximum range calculations from the PJ-MC are compared with dose calculations from a clinical treatment planning system. The detected PG signals data in the simulation were used to reconstruct PG images using Kernel- Weighted-Back-Projection algorithm.Main results. Analysis of gamma energy distribution showed a decay pattern with clear emission lines from nuclear reactions involving oxygen, carbon, nitrogen, and calcium. Neutron-induced reactions contribute significantly less-by an order of magnitude-compared to proton-induced reactions in various tissues. Mean absolute percentage error analysis showed that PG range verification was more stable when considering the range at 80%or 50%ofDmax, as opposed to the range at theDmax, where energy gating slightly improves accuracy but may reduce localization due to photon loss. Results showed that patient anatomy can impact the location of hot spot in the PG images, affecting its accuracy for localizing Bragg peak.Significance. In summary, our simulation package provides additional insights into PG emission and imaging in patient anatomy and serves as a robust tool for evaluating and optimizing PG imaging, enhancing its precision for dose verification in proton therapy.

模拟提示伽马(PG)发射,检测和成像在真实的病人解剖使用新型康普顿相机剂量验证质子治疗。
目的:提示伽马(PG)成像是一种很有前途的质子剂量验证方式。目前,缺乏有效的工具来研究患者解剖中PG的整个成像过程,从PG发射到相机检测和图像重建,以评估和优化其在质子治疗剂量验证中的疗效。方法:为了解决这一差距,我们开发了一个蒙特卡罗包来模拟患者解剖中的整个PG发射和成像工作流程。我们使用Geant4类和g4辅助工具,使用DCMTK外部工具与G4PhantomParameterisation将患者CT数据转换为体素化几何图形。基于医学物理调试数据建立了质子束模型。在患者床下模拟了一种新型的两级POLARIS-J3康普顿相机(CC),用于记录全散、双散和三散PG信号。质子最大范围计算从PJ-MC与剂量计算从临床治疗计划系统(TPS)进行比较。利用仿真中检测到的PG信号数据,利用核加权反投影(KWBP)算法重构PG图像。主要结果:伽玛能量分布分析显示了一个衰变模式,核反应涉及氧、碳、氮和钙的发射线清晰。在各种组织中,与质子诱导的反应相比,中子诱导的反应的贡献要小得多——大约一个数量级。平均绝对百分比误差(MAPE)分析表明,与100$\%$相比,50$\%$的峰值D$_{max}$提供了更稳定的PG范围验证,其中能量门控略微提高了精度,但可能由于光子损失而降低定位。结果表明,患者解剖结构会影响PG图像中热点的位置,影响其定位Bragg峰的准确性。意义:总之,我们的模拟包提供了对患者解剖中即时伽马(PG)发射和成像的额外见解,并作为评估和优化PG成像的强大工具,提高了质子治疗剂量验证的准确性。
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
Physics in medicine and biology
Physics in medicine and biology 医学-工程:生物医学
CiteScore
6.50
自引率
14.30%
发文量
409
审稿时长
2 months
期刊介绍: The development and application of theoretical, computational and experimental physics to medicine, physiology and biology. Topics covered are: therapy physics (including ionizing and non-ionizing radiation); biomedical imaging (e.g. x-ray, magnetic resonance, ultrasound, optical and nuclear imaging); image-guided interventions; image reconstruction and analysis (including kinetic modelling); artificial intelligence in biomedical physics and analysis; nanoparticles in imaging and therapy; radiobiology; radiation protection and patient dose monitoring; radiation dosimetry
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