Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium

The aim of this study is the assessment of the Geant4 capabilities in accurately modeling of dose distribution in a heterogeneous water phantom. In this purpose, a Geant4 user code has been designed and developed to enable an accurate modeling of cross beam profiles in a heterogeneous water phantom...

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Main Authors: Jaafar EL Bakkali, Abderrahim Doudouh, Hamid Mansouri
Format: Article
Language:English
Published: Elsevier 2018-06-01
Series:Physics in Medicine
Online Access:http://www.sciencedirect.com/science/article/pii/S235245101730001X
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spelling doaj-9c8e7d670fdf494fb936afc3faf8e44e2020-11-25T00:32:05ZengElsevierPhysics in Medicine2352-45102018-06-01515Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous mediumJaafar EL Bakkali0Abderrahim Doudouh1Hamid Mansouri2Nuclear Medicine Department, Military Hospital Mohammed V, Rabat, Morocco; Radiotherapy Department, Military Hospital Mohammed V, Rabat, Morocco; Corresponding author.Nuclear Medicine Department, Military Hospital Mohammed V, Rabat, Morocco.Nuclear Medicine Department, Military Hospital Mohammed V, Rabat, MoroccoRadiotherapy Department, Military Hospital Mohammed V, Rabat, MoroccoThe aim of this study is the assessment of the Geant4 capabilities in accurately modeling of dose distribution in a heterogeneous water phantom. In this purpose, a Geant4 user code has been designed and developed to enable an accurate modeling of cross beam profiles in a heterogeneous water phantom deposited by a 12 MV photon beam emitted by a Saturne 43 Linac head and configuring a 10 × 10 cm2 radiation field. The calculated cross beam profiles at two distinct depths (22 cm and 25 cm), were compared to the ones obtained with MCNPX code. Our findings show that the shapes of dosimetric curves at two distinct depths calculated with Geant4 code and the ones obtained by MCNPX code are in a very good agreement. However, the Geant4 code seems painfully slow when calculating those dosimetric curves and its associated statistical uncertainties don't seem to reach 1% after two weeks of calculations. To deal with this issue, we suggest that a new variance reduction technique specially addressed for dose calculation in a heterogeneous medium must be developed by the Geant4 collaboration, in order to decrease the required computing time and to improve the statistical of calculations. Keywords: Monte Carlo Geant4, Linac, Heterogeneous water phantom, Saturne 43http://www.sciencedirect.com/science/article/pii/S235245101730001X
collection DOAJ
language English
format Article
sources DOAJ
author Jaafar EL Bakkali
Abderrahim Doudouh
Hamid Mansouri
spellingShingle Jaafar EL Bakkali
Abderrahim Doudouh
Hamid Mansouri
Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium
Physics in Medicine
author_facet Jaafar EL Bakkali
Abderrahim Doudouh
Hamid Mansouri
author_sort Jaafar EL Bakkali
title Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium
title_short Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium
title_full Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium
title_fullStr Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium
title_full_unstemmed Assessment of Monte Carlo Geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium
title_sort assessment of monte carlo geant4 capabilities in prediction of photon beam dose distribution in a heterogeneous medium
publisher Elsevier
series Physics in Medicine
issn 2352-4510
publishDate 2018-06-01
description The aim of this study is the assessment of the Geant4 capabilities in accurately modeling of dose distribution in a heterogeneous water phantom. In this purpose, a Geant4 user code has been designed and developed to enable an accurate modeling of cross beam profiles in a heterogeneous water phantom deposited by a 12 MV photon beam emitted by a Saturne 43 Linac head and configuring a 10 × 10 cm2 radiation field. The calculated cross beam profiles at two distinct depths (22 cm and 25 cm), were compared to the ones obtained with MCNPX code. Our findings show that the shapes of dosimetric curves at two distinct depths calculated with Geant4 code and the ones obtained by MCNPX code are in a very good agreement. However, the Geant4 code seems painfully slow when calculating those dosimetric curves and its associated statistical uncertainties don't seem to reach 1% after two weeks of calculations. To deal with this issue, we suggest that a new variance reduction technique specially addressed for dose calculation in a heterogeneous medium must be developed by the Geant4 collaboration, in order to decrease the required computing time and to improve the statistical of calculations. Keywords: Monte Carlo Geant4, Linac, Heterogeneous water phantom, Saturne 43
url http://www.sciencedirect.com/science/article/pii/S235245101730001X
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