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Yan S, Qiu R, Wu Z, Luo X, Hu Z, Li J. Individualized dose calculation for internal exposure on radionuclide intake: GPU acceleration approach. Phys Med Biol 2024; 69:175002. [PMID: 39084645 DOI: 10.1088/1361-6560/ad69fa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 07/31/2024] [Indexed: 08/02/2024]
Abstract
Objective. The rapid and accurate assessment of internal exposure dose is a crucial safeguard for personnel health and safety. This study aims to investigate a precise and efficient GPU Monte Carlo simulation approach for internal exposure dose calculation. It directly calculates doses from common radioactive nuclides intake, like60Co for occupational exposure, allowing personalized assessments.Approach. This study developed a GPU-accelerated Monte Carlo program for internal exposure on radionuclide intake, successfully realizing photoelectronic coupled transport, nuclide simulation, and optimized acceleration. The generation of internal irradiation sources and sampling methods were achieved, along with the establishment of a personalized phantom construction process. Three irradiation scenarios were simulated to assess computational accuracy and efficiency, and to investigate the influence of posture variations on internal dose estimations.Main results. Using the International Commission on Radiological Protection (ICRP) voxel-type phantom, the internal dose of radionuclides in individual organs was calculated, exhibiting relative deviation of less than 3% in comparison to organ dose results interpolated by Specific Absorbed Fractions in ICRP Publication 133. Employing the Chinese reference phantom for calculating internal irradiation dose from the intake of various radionuclides, the use of GPU Monte Carlo program significantly shortened the simulation time compared to using CPU programs, by a factor of 150-500. Internal dose estimation utilizing a seated Chinese phantom revealed up to a 75% maximum difference in organ dose compared to the same phantom in a standing posture.Significance. This study presents a rapid GPU-based simulation method for internal irradiation doses, capable of directly simulating dose outcomes from nuclide intake and accommodating individualized phantoms for more realistic and expeditious calculations tailored to specific internal irradiation scenarios. It provides an effective and feasible tool for precisely calculating internal irradiation doses in real-world scenarios.
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Affiliation(s)
- Shuchang Yan
- Department of Engineering Physics, Tsinghua University, Beijing , People's Republic of China
- Key Laboratory of Particle & Radiation Imaging, Tsinghua University, Ministry of Education , Beijing, People's Republic of China
| | - Rui Qiu
- Department of Engineering Physics, Tsinghua University, Beijing , People's Republic of China
- Key Laboratory of Particle & Radiation Imaging, Tsinghua University, Ministry of Education , Beijing, People's Republic of China
| | - Zhen Wu
- Department of Engineering Physics, Tsinghua University, Beijing , People's Republic of China
- Key Laboratory of Particle & Radiation Imaging, Tsinghua University, Ministry of Education , Beijing, People's Republic of China
- Nuctech Company Limited , Beijing, People's Republic of China
| | - Xiyu Luo
- Department of Engineering Physics, Tsinghua University, Beijing , People's Republic of China
- Key Laboratory of Particle & Radiation Imaging, Tsinghua University, Ministry of Education , Beijing, People's Republic of China
| | - Ziyi Hu
- Department of Engineering Physics, Tsinghua University, Beijing , People's Republic of China
- Key Laboratory of Particle & Radiation Imaging, Tsinghua University, Ministry of Education , Beijing, People's Republic of China
| | - Junli Li
- Department of Engineering Physics, Tsinghua University, Beijing , People's Republic of China
- Key Laboratory of Particle & Radiation Imaging, Tsinghua University, Ministry of Education , Beijing, People's Republic of China
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Wang J, Liu Y, Hu A, Wu Z, Zhang H, Li J, Qiu R. THUBreast: an open-source breast phantom generation software for x-ray imaging and dosimetry. Phys Med Biol 2024; 69:065004. [PMID: 38346343 DOI: 10.1088/1361-6560/ad2881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/12/2024] [Indexed: 03/08/2024]
Abstract
Objective. Establishing realistic phantoms of human anatomy is a continuing concern within virtual clinical trials of breast x-ray imaging. However, little attention has been paid to glandular distribution within these phantoms. The principal objective of this study was to develop breast phantoms considering the clinical glandular distribution.Approach. This research introduces an innovative method for integrating glandular distribution information into breast phantoms. We have developed an open-source software, THUBreast44http://github.com/true02Hydrogen/THUBreast/, which generates breast phantoms that accurately replicate both the structural texture and glandular distribution, two crucial elements in breast x-ray imaging and dosimetry. To validate the efficacy of THUBreast, we assembled three groups of breast phantoms (THUBreast, patient-based, homogeneous) for irradiation simulation and calculated the power-law exponents (β) and mean glandular dose (Dg), indicators of texture realism and radiation risk, respectively, utilizing MC-GPU.Main results. Upon the computation of theDgfor the THUBreast phantoms, it was found to be in agreement with that absorbed by the phantoms based on patients, with an average deviation of 4%. The estimates of averageDgthus obtained were on average 23% less than those computed for the homogeneous phantoms. It was observed that the homogeneous phantoms did overestimate the averageDgby 30% when compared to the phantoms based on patients. The mean value ofβfor the images of THUBreast phantoms was found to be 2.92 ± 0.08, which shows a commendable agreement with the findings of prior investigations.Significance. It is evidently clear from the results that THUBreast phantoms have a preliminary good performance in both imaging and dosimetry in terms of indicators of texture realism and glandular dose. THUBreast represents a further step towards developing a powerful toolkit for comprehensive evaluation of image quality and radiation risk.
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Affiliation(s)
- Jiahao Wang
- Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China
- Key Laboratory of Particle and Radiation Imaging, Tsinghua University, Ministry of Education, Beijing 100084, People's Republic of China
| | - Yeqi Liu
- Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China
- Key Laboratory of Particle and Radiation Imaging, Tsinghua University, Ministry of Education, Beijing 100084, People's Republic of China
| | - Ankang Hu
- Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China
- Key Laboratory of Particle and Radiation Imaging, Tsinghua University, Ministry of Education, Beijing 100084, People's Republic of China
| | - Zhen Wu
- Joint Institute of Tsinghua University & Nuctech Company Limited Beijing, People's Republic of China
| | - Hui Zhang
- Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China
- Key Laboratory of Particle and Radiation Imaging, Tsinghua University, Ministry of Education, Beijing 100084, People's Republic of China
| | - Junli Li
- Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China
- Key Laboratory of Particle and Radiation Imaging, Tsinghua University, Ministry of Education, Beijing 100084, People's Republic of China
| | - Rui Qiu
- Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China
- Key Laboratory of Particle and Radiation Imaging, Tsinghua University, Ministry of Education, Beijing 100084, People's Republic of China
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