GPU accelerated internal dose Monte Carlo simulation in 18F-FDG PET imaging

Estimation of radiation dose from diagnostic or therapeutic radiopharmaceuticals in humans has drawn great interests. A graphics processing units based (GPU-based) positron and photon coupling transport code was developed for rapid calculation of the internal irradiation dose map. PENELOPE random hinge model was used to calculate the multi-scattering problem. More than 90% of the organ dose differences compared with GATE are within 1%. The average organ dose difference is 0.651%. The calculation time for 1E8 particles is only 321 s, and the calculation time for 1E7 particles is only 35 s, which is only 0.1% of GATE. simulation accuracy and acceleration efficiency of this study are both significantly improved compared with other GPU-based internal dosimetry Monte Carlo simulation code. This work can help to develop a more patient-specific, accurate, efficient way to improve the speed of PET/CT dosimetry Monte Carlo simulation.

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Publication Details

Journal
Radiation Protection Dosimetry
Published
2025-04-01
DOI
https://doi.org/10.1093/rpd/ncaf038
Citations
1
Primary Topic
Medical Imaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
1.36

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article

GPU accelerated internal dose Monte Carlo simulation in 18F-FDG PET imaging

Zhiyuan Yang, Zhiling Li, Xin Lin, Weihai Zhuo
1 citations
Radiation Protection Dosimetry
Medical Imaging Techniques and Applications
1.36
article

GPU accelerated internal dose Monte Carlo simulation in 18F-FDG PET imaging

Zhiyuan Yang, Zhiling Li, Xin Lin, Weihai Zhuo
article en
1 citations

Abstract

Estimation of radiation dose from diagnostic or therapeutic radiopharmaceuticals in humans has drawn great interests. A graphics processing units based (GPU-based) positron and photon coupling transport code was developed for rapid calculation of the internal irradiation dose map. PENELOPE random hinge model was used to calculate the multi-scattering problem. More than 90% of the organ dose differences compared with GATE are within 1%. The average organ dose difference is 0.651%. The calculation time for 1E8 particles is only 321 s, and the calculation time for 1E7 particles is only 35 s, which is only 0.1% of GATE. simulation accuracy and acceleration efficiency of this study are both significantly improved compared with other GPU-based internal dosimetry Monte Carlo simulation code. This work can help to develop a more patient-specific, accurate, efficient way to improve the speed of PET/CT dosimetry Monte Carlo simulation.

Radiation Protection DosimetryVol. 201(6)
Fudan University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 22%
Medical Imaging Techniques and Applications
1.36
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GPU accelerated internal dose Monte Carlo simulation in 18F-FDG PET imaging — Zhiyuan Yang, Zhiling Li, et al. · Radiation Protection Dosimetry (2025) | TGRS Research Map | TGRS