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Advanced Monte Carlo simulations of emission tomography imaging systems with GATE.
Sarrut, David; Bala, Mateusz; Bardiès, Manuel; Bert, Julien; Chauvin, Maxime; Chatzipapas, Konstantinos; Dupont, Mathieu; Etxebeste, Ane; M Fanchon, Louise; Jan, Sébastien; Kayal, Gunjan; S Kirov, Assen; Kowalski, Pawel; Krzemien, Wojciech; Labour, Joey; Lenz, Mirjam; Loudos, George; Mehadji, Brahim; Ménard, Laurent; Morel, Christian; Papadimitroulas, Panagiotis; Rafecas, Magdalena; Salvadori, Julien; Seiter, Daniel; Stockhoff, Mariele; Testa, Etienne; Trigila, Carlotta; Pietrzyk, Uwe; Vandenberghe, Stefaan; Verdier, Marc-Antoine; Visvikis, Dimitris; Ziemons, Karl; Zvolský, Milan; Roncali, Emilie.
Affiliation
  • Sarrut D; Université de Lyon, CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, Université Lyon 1, Lyon, France.
  • Bala M; Jagiellonian University, Kraków, Poland.
  • Bardiès M; Cancer Research Institute of Montpellier, U1194 INSERM/ICM/Montpellier University, 208 Av des Apothicaires, F-34298 Montpellier cedex 5, France.
  • Bert J; LaTIM, INSERM UMR 1101, IBRBS, Faculty of Medicine, Univ Brest, 22 avenue Camille Desmoulins, F-29238, Brest, France.
  • Chauvin M; CRCT, UMR 1037, INSERM, Université Toulouse III Paul Sabatier, Toulouse, France.
  • Chatzipapas K; Bioemission Technology Solutions (BIOEMTECH), Alexandras Av. 116, Athens, Greece.
  • Dupont M; Aix-Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France.
  • Etxebeste A; Université de Lyon, CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, Université Lyon 1, Lyon, France.
  • M Fanchon L; Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, United States of America.
  • Jan S; Université Paris-Saclay, CEA, CNRS, Inserm, BioMaps, Service Hospitalier Frédéric Joliot, F-91401, Orsay, France.
  • Kayal G; CRCT, UMR 1037, INSERM, Université Toulouse III Paul Sabatier, Toulouse, France.
  • S Kirov A; SCK CEN, Belgian Nuclear Research Centre, Boeretang 200, Mol 2400, Belgium.
  • Kowalski P; Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, United States of America.
  • Krzemien W; High Energy Physics Division, National Centre for Nuclear Research, Otwock-Swierk, Poland.
  • Labour J; High Energy Physics Division, National Centre for Nuclear Research, Otwock-Swierk, Poland.
  • Lenz M; Université de Lyon, CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, Université Lyon 1, Lyon, France.
  • Loudos G; FH Aachen University of Applied Sciences, Forschungszentrum Jülich, Jülich, Germany.
  • Mehadji B; Faculty of Mathematics and Natural Sciences, University of Wuppertal, Wuppertal, Germany.
  • Ménard L; Bioemission Technology Solutions (BIOEMTECH), Alexandras Av. 116, Athens, Greece.
  • Morel C; Aix-Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France.
  • Papadimitroulas P; Université Paris-Saclay, CNRS/IN2P3, IJCLab, F-91405 Orsay, France.
  • Rafecas M; Université de Paris, IJCLab, F-91405 Orsay France.
  • Salvadori J; Aix-Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France.
  • Seiter D; Bioemission Technology Solutions (BIOEMTECH), Alexandras Av. 116, Athens, Greece.
  • Stockhoff M; Institute of Medical Engineering, University of Lübeck, Lübeck, Germany.
  • Testa E; Department of Nuclear Medicine and Nancyclotep molecular imaging platform, CHRU-Nancy, Université de Lorraine, F-54000, Nancy, France.
  • Trigila C; Department of Medical Physics, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, 53705, United States of America.
  • Pietrzyk U; Medical Image and Signal Processing (MEDISIP), Ghent University, Ghent, Belgium.
  • Vandenberghe S; Univ. Lyon, Univ. Claude Bernard Lyon 1, CNRS/IN2P3, IP2I Lyon, F-69622, Villeurbanne, France.
  • Verdier MA; Department of Biomedical Engineering, University of California, Davis, CA 95616 United States of America.
  • Visvikis D; Faculty of Mathematics and Natural Sciences, University of Wuppertal, Wuppertal, Germany.
  • Ziemons K; Medical Image and Signal Processing (MEDISIP), Ghent University, Ghent, Belgium.
  • Zvolský M; Université Paris-Saclay, CNRS/IN2P3, IJCLab, F-91405 Orsay, France.
  • Roncali E; Université de Paris, IJCLab, F-91405 Orsay France.
Phys Med Biol ; 66(10)2021 05 14.
Article in En | MEDLINE | ID: mdl-33770774
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.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Software / Artificial Intelligence Type of study: Health_economic_evaluation Language: En Journal: Phys Med Biol Year: 2021 Document type: Article Affiliation country: France
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Software / Artificial Intelligence Type of study: Health_economic_evaluation Language: En Journal: Phys Med Biol Year: 2021 Document type: Article Affiliation country: France