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Advanced Monte Carlo simulations of emission tomography imaging systems with GATE
Physics in Medicine & Biology ( IF 3.5 ) Pub Date : 2021-05-14 , DOI: 10.1088/1361-6560/abf276
David Sarrut 1 , Mateusz Bała 2 , Manuel Bardis 3 , Julien Bert 4 , Maxime Chauvin 5 , Konstantinos Chatzipapas 6 , Mathieu Dupont 7 , Ane Etxebeste 1 , Louise M Fanchon 8 , Sbastien Jan 9 , Gunjan Kayal 5, 10 , Assen S Kirov 8 , Paweł Kowalski 11 , Wojciech Krzemien 11 , Joey Labour 1 , Mirjam Lenz 12, 13 , George Loudos 6 , Brahim Mehadji 7 , Laurent Mnard 14, 15 , Christian Morel 7 , Panagiotis Papadimitroulas 6 , Magdalena Rafecas 16 , Julien Salvadori 17 , Daniel Seiter 18 , Mariele Stockhoff 19 , Etienne Testa 20 , Carlotta Trigila 21 , Uwe Pietrzyk 13 , Stefaan Vandenberghe 19 , Marc-Antoine Verdier 14, 15 , Dimitris Visvikis 4 , Karl Ziemons 12 , Milan Zvolsk 16 , Emilie Roncali 21
Affiliation  

Built on top of the Geant4 toolkit, GATE is collaboratively developed for more than 15 years to design Monte Carlo simulations of nuclear-based imaging systems. It is, in particular, used by researchers and industrials to design, optimize, understand and create innovative emission tomography systems. In this paper, we reviewed the recent developments that have been proposed to simulate modern detectors and provide a comprehensive report on imaging systems that have been simulated and evaluated in GATE. Additionally, some methodological developments that are not specific for imaging but that can improve detector modeling and provide computation time gains, such as Variance Reduction Techniques and Artificial Intelligence integration, are described and discussed.



中文翻译:

使用 GATE 对发射断层扫描成像系统进行高级蒙特卡罗模拟

GATE 建立在 Geant4 工具包之上,经过 15 多年的合作开发,旨在设计核成像系统的蒙特卡罗模拟。特别是,研究人员和工业界使用它来设计、优化、理解和创建创新的发射断层扫描系统。在本文中,我们回顾了最近提出的模拟现代探测器的发展,并提供了关于在 GATE 中模拟和评估的成像系统的综合报告。此外,还描述和讨论了一些并非专门针对成像但可以改进探测器建模并提供计算时间增益的方法学发展,例如方差减少技术和人工智能集成。

更新日期:2021-05-14
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