基于体素剂量计算的放射性核素成像和治疗的临床前研究使用GEANT4蒙特卡罗模拟

IF 0.4 4区 医学 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING International Journal of Radiation Research Pub Date : 2022-04-01 DOI:10.52547/ijrr.20.2.9
H. Liu, C. Geng, X. Tang, L. Tang, X. Li, P. Xu
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引用次数: 0

摘要

背景:本研究旨在探讨核医学中同时考虑动物特异性异质组织组成和放射性药物生物分布的体素水平剂量计算方法,并提高其计算效率。材料与方法:以真实小鼠CT图像为基础,构建体素化小鼠体模,利用Monte Carlo GEANT4代码进行模拟。根据真实小鼠的动态PET图像,在蒙特卡罗模拟中设置了放射性药物活性的真实分布。提出了提高计算效率的抽样方法。本研究采用了两种体素级剂量计算方法。分别采用所提出的体素水平剂量计算方法和传统的MIRD方法计算靶器官和肿瘤的平均吸收剂量。比较了两种方法计算的平均吸收剂量。基于体素水平剂量计算方法,得到了器官和肿瘤内的三维剂量分布,并对其进行了评价。结果:两种体素级剂量计算方法的平均吸收剂量的相对差异均小于10%。为提高体素级剂量计算的计算效率,提出的采样方法可使计算时间减少34%,且误差较小。结论:本研究提出的体素水平剂量计算方法能够更准确、更有效地评估内照射剂量。
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Voxel-based dose calculation of radionuclide imaging and therapy for preclinical studies using GEANT4 Monte Carlo simulation
Background : This study aims to investigate voxel - level dose calculation methods and improve its calculation efficiency in nuclear medicine that can consider animal - specific heterogeneous tissue compositions and radiopharmaceutical biodistributions simultaneously. Materials and Methods : The voxelized mouse phantom was constructed from real mouse CT images and simulated using the Monte Carlo GEANT4 code. According to the dynamic PET images of real mouse, the real distribution of radiopharmaceutical activity was set in the Monte Carlo simulation. The sampling method to improve the calculation efficiency was proposed. Two voxel - level dose calculation methods were implemented in this study. The average absorbed dose in vital target organs and the tumor was calculated by the proposed voxel - level dose calculation methods and the traditional MIRD method respectively. The results of the average absorbed dose calculated by the two methods were compared. Based on the voxel - level dose calculation method, the three - dimensional dose distribution in organs and the tumor was obtained and evaluated . Results : The relative difference of average absorbed dose between the two voxel - level dose calculation methods was mostly less than 10%. The sampling method proposed to improve calculation efficiency for the voxel - level dose calculation can decrease the calculation time by ~34% with less deviation. Conclusion : The results confirmed that the voxel - level dose calculation methods proposed in this study allow for more accurate and efficient assessment of the internal radiation dose.
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来源期刊
International Journal of Radiation Research
International Journal of Radiation Research RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
1.10
自引率
33.30%
发文量
42
期刊介绍: International Journal of Radiation Research (IJRR) publishes original scientific research and clinical investigations related to radiation oncology, radiation biology, and Medical and health physics. The clinical studies submitted for publication include experimental studies of combined modality treatment, especially chemoradiotherapy approaches, and relevant innovations in hyperthermia, brachytherapy, high LET irradiation, nuclear medicine, dosimetry, tumor imaging, radiation treatment planning, radiosensitizers, and radioprotectors. All manuscripts must pass stringent peer-review and only papers that are rated of high scientific quality are accepted.
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