Advanced Monte Carlo simulations of emission tomography imaging systems with GATE.

Compton Camera Monte Carlo simulation Positron emission tomography Single-photon emission computed tomography

Journal

Physics in medicine and biology
ISSN: 1361-6560
Titre abrégé: Phys Med Biol
Pays: England
ID NLM: 0401220

Informations de publication

Date de publication:
14 05 2021
Historique:
received: 09 12 2020
accepted: 26 03 2021
pubmed: 27 3 2021
medline: 26 11 2021
entrez: 26 3 2021
Statut: epublish

Résumé

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.

Identifiants

pubmed: 33770774
doi: 10.1088/1361-6560/abf276
pmc: PMC10549966
mid: NIHMS1917253
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Review

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NCI NIH HHS
ID : P30 CA008748
Pays : United States
Organisme : NIBIB NIH HHS
ID : R01 EB027130
Pays : United States
Organisme : NIBIB NIH HHS
ID : R03 EB020097
Pays : United States

Informations de copyright

Creative Commons Attribution license.

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Auteurs

David Sarrut (D)

Université de Lyon, CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, Université Lyon 1, Lyon, France.

Mateusz Bała (M)

Jagiellonian University, Kraków, Poland.

Manuel Bardiès (M)

Cancer Research Institute of Montpellier, U1194 INSERM/ICM/Montpellier University, 208 Av des Apothicaires, F-34298 Montpellier cedex 5, France.

Julien Bert (J)

LaTIM, INSERM UMR 1101, IBRBS, Faculty of Medicine, Univ Brest, 22 avenue Camille Desmoulins, F-29238, Brest, France.

Maxime Chauvin (M)

CRCT, UMR 1037, INSERM, Université Toulouse III Paul Sabatier, Toulouse, France.

Konstantinos Chatzipapas (K)

Bioemission Technology Solutions (BIOEMTECH), Alexandras Av. 116, Athens, Greece.

Mathieu Dupont (M)

Aix-Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France.

Ane Etxebeste (A)

Université de Lyon, CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, Université Lyon 1, Lyon, France.

Louise M Fanchon (L)

Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, United States of America.

Sébastien Jan (S)

Université Paris-Saclay, CEA, CNRS, Inserm, BioMaps, Service Hospitalier Frédéric Joliot, F-91401, Orsay, France.

Gunjan Kayal (G)

CRCT, UMR 1037, INSERM, Université Toulouse III Paul Sabatier, Toulouse, France.
SCK CEN, Belgian Nuclear Research Centre, Boeretang 200, Mol 2400, Belgium.

Assen S Kirov (A)

Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, United States of America.

Paweł Kowalski (P)

High Energy Physics Division, National Centre for Nuclear Research, Otwock-Świerk, Poland.

Wojciech Krzemien (W)

High Energy Physics Division, National Centre for Nuclear Research, Otwock-Świerk, Poland.

Joey Labour (J)

Université de Lyon, CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, Université Lyon 1, Lyon, France.

Mirjam Lenz (M)

FH Aachen University of Applied Sciences, Forschungszentrum Jülich, Jülich, Germany.
Faculty of Mathematics and Natural Sciences, University of Wuppertal, Wuppertal, Germany.

George Loudos (G)

Bioemission Technology Solutions (BIOEMTECH), Alexandras Av. 116, Athens, Greece.

Brahim Mehadji (B)

Aix-Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France.

Laurent Ménard (L)

Université Paris-Saclay, CNRS/IN2P3, IJCLab, F-91405 Orsay, France.
Université de Paris, IJCLab, F-91405 Orsay France.

Christian Morel (C)

Aix-Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France.

Panagiotis Papadimitroulas (P)

Bioemission Technology Solutions (BIOEMTECH), Alexandras Av. 116, Athens, Greece.

Magdalena Rafecas (M)

Institute of Medical Engineering, University of Lübeck, Lübeck, Germany.

Julien Salvadori (J)

Department of Nuclear Medicine and Nancyclotep molecular imaging platform, CHRU-Nancy, Université de Lorraine, F-54000, Nancy, France.

Daniel Seiter (D)

Department of Medical Physics, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, 53705, United States of America.

Mariele Stockhoff (M)

Medical Image and Signal Processing (MEDISIP), Ghent University, Ghent, Belgium.

Etienne Testa (E)

Univ. Lyon, Univ. Claude Bernard Lyon 1, CNRS/IN2P3, IP2I Lyon, F-69622, Villeurbanne, France.

Carlotta Trigila (C)

Department of Biomedical Engineering, University of California, Davis, CA 95616 United States of America.

Uwe Pietrzyk (U)

Faculty of Mathematics and Natural Sciences, University of Wuppertal, Wuppertal, Germany.

Stefaan Vandenberghe (S)

Medical Image and Signal Processing (MEDISIP), Ghent University, Ghent, Belgium.

Marc-Antoine Verdier (MA)

Université Paris-Saclay, CNRS/IN2P3, IJCLab, F-91405 Orsay, France.
Université de Paris, IJCLab, F-91405 Orsay France.

Dimitris Visvikis (D)

LaTIM, INSERM UMR 1101, IBRBS, Faculty of Medicine, Univ Brest, 22 avenue Camille Desmoulins, F-29238, Brest, France.

Karl Ziemons (K)

FH Aachen University of Applied Sciences, Forschungszentrum Jülich, Jülich, Germany.

Milan Zvolský (M)

Institute of Medical Engineering, University of Lübeck, Lübeck, Germany.

Emilie Roncali (E)

Department of Biomedical Engineering, University of California, Davis, CA 95616 United States of America.

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