Advanced Monte Carlo simulations of emission tomography imaging systems with GATE

Author:

Sarrut DavidORCID,Bała Mateusz,Bardiès Manuel,Bert Julien,Chauvin MaximeORCID,Chatzipapas KonstantinosORCID,Dupont MathieuORCID,Etxebeste AneORCID,M Fanchon Louise,Jan Sébastien,Kayal Gunjan,S Kirov AssenORCID,Kowalski PawełORCID,Krzemien Wojciech,Labour JoeyORCID,Lenz Mirjam,Loudos George,Mehadji Brahim,Ménard Laurent,Morel ChristianORCID,Papadimitroulas PanagiotisORCID,Rafecas Magdalena,Salvadori Julien,Seiter Daniel,Stockhoff MarieleORCID,Testa Etienne,Trigila CarlottaORCID,Pietrzyk Uwe,Vandenberghe Stefaan,Verdier Marc-Antoine,Visvikis Dimitris,Ziemons KarlORCID,Zvolský MilanORCID,Roncali EmilieORCID

Abstract

Abstract 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.

Funder

Agence Nationale de la Recherche

Institut National Du Cancer

Publisher

IOP Publishing

Subject

Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference212 articles.

1. Monte Carlo sensitivity study of a long axial FOV PET scanner with patient adaptive rings;Abi Akl;2019 IEEE Nucl. Science Symp. and Med. Imaging Conf. (NSS/MIC),2019

2. GATE Monte Carlo simulations for variations of an integrated PET/MR hybrid imaging system based on the bograph mMR model;Aklan;Phys. Med. Biol.,2015

3. A roadmap for HEP software and computing R&D for the 2020s;Albrecht;Comput. Softw. Big Sci.,2019

4. Recent developments in GEANT4;Allison;Nucl. Instrum. Methods Phys. Res. A,2016

5. Study of Čerenkov light emission in the semiconductors TlBr and TlCl for TOF-PET;Ariño-Estrada;IEEE Trans. Rad. Plasma Med. Sci.,2020

Cited by 112 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3