Advanced Monte Carlo simulations of emission tomography imaging systems with GATE

Research output: Contribution to journalArticlepeer-review

Authors

  • David Sarrut
  • Mateusz Bala
  • Manuel Bardiès
  • Julien Bert
  • Maxime Chauvin
  • Konstantinos Chatzipapas
  • Mathieu Dupont
  • Ane Etxebeste
  • Louise M. Fachon
  • Sébastien Jan
  • Gunjan Kayal

Institutes & Expert groups

  • Université de Lyon
  • ICM - Institut régional du Cancer Montpellier
  • University of Brest - Faculty of Medicine
  • BIOEMTECH - BioEmission Technology Solutions
  • Aix-Marseille Université
  • Memorial Sloan Kettering Cancer Center
  • Université Paris-Saclay
  • Inserm - French National Institute of Health and Medical Research

Documents & links

DOI

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.

Details

Original languageEnglish
Article number10TR03
Pages (from-to)1-23
Number of pages23
JournalPhysics in Medicine and Biology
Volume66
DOIs
Publication statusPublished - 14 May 2021

Keywords

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

ID: 7401046