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Statistical limitations in ion imaging

In this study, we investigated the capacity of various ion beams available for radiotherapy to produce high quality relative stopping power map acquired from energy-loss measurements. The image quality metrics chosen to compare the different ions were signal-to-noise ratio (SNR) as a function of dos...

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Autores principales: Collins-Fekete, Charles-Antoine, Dikaios, Nikolaos, Bär, Esther, Evans, Philip M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOP Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8112161/
https://www.ncbi.nlm.nih.gov/pubmed/33711829
http://dx.doi.org/10.1088/1361-6560/abee57
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author Collins-Fekete, Charles-Antoine
Dikaios, Nikolaos
Bär, Esther
Evans, Philip M
author_facet Collins-Fekete, Charles-Antoine
Dikaios, Nikolaos
Bär, Esther
Evans, Philip M
author_sort Collins-Fekete, Charles-Antoine
collection PubMed
description In this study, we investigated the capacity of various ion beams available for radiotherapy to produce high quality relative stopping power map acquired from energy-loss measurements. The image quality metrics chosen to compare the different ions were signal-to-noise ratio (SNR) as a function of dose and spatial resolution. Geant4 Monte Carlo simulations were performed for: hydrogen, helium, lithium, boron and carbon ion beams crossing a 20 cm diameter water phantom to determine SNR and spatial resolution. It has been found that protons possess a significantly larger SNR when compared with other ions at a fixed range (up to 36% higher than helium) due to the proton nuclear stability and low dose per primary. However, it also yields the lowest spatial resolution against all other ions, with a resolution lowered by a factor 4 compared to that of carbon imaging, for a beam with the same initial range. When comparing for a fixed spatial resolution of 10 lp cm(−1), carbon ions produce the highest image quality metrics with proton ions producing the lowest. In conclusion, it has been found that no ion can maximize all image quality metrics simultaneously and that a choice must be made between spatial resolution, SNR, and dose.
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spelling pubmed-81121612021-05-12 Statistical limitations in ion imaging Collins-Fekete, Charles-Antoine Dikaios, Nikolaos Bär, Esther Evans, Philip M Phys Med Biol Paper In this study, we investigated the capacity of various ion beams available for radiotherapy to produce high quality relative stopping power map acquired from energy-loss measurements. The image quality metrics chosen to compare the different ions were signal-to-noise ratio (SNR) as a function of dose and spatial resolution. Geant4 Monte Carlo simulations were performed for: hydrogen, helium, lithium, boron and carbon ion beams crossing a 20 cm diameter water phantom to determine SNR and spatial resolution. It has been found that protons possess a significantly larger SNR when compared with other ions at a fixed range (up to 36% higher than helium) due to the proton nuclear stability and low dose per primary. However, it also yields the lowest spatial resolution against all other ions, with a resolution lowered by a factor 4 compared to that of carbon imaging, for a beam with the same initial range. When comparing for a fixed spatial resolution of 10 lp cm(−1), carbon ions produce the highest image quality metrics with proton ions producing the lowest. In conclusion, it has been found that no ion can maximize all image quality metrics simultaneously and that a choice must be made between spatial resolution, SNR, and dose. IOP Publishing 2021-05-21 2021-05-10 /pmc/articles/PMC8112161/ /pubmed/33711829 http://dx.doi.org/10.1088/1361-6560/abee57 Text en © 2021 Institute of Physics and Engineering in Medicine https://creativecommons.org/licenses/by/4.0/Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence (https://creativecommons.org/licenses/by/4.0/) . Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
spellingShingle Paper
Collins-Fekete, Charles-Antoine
Dikaios, Nikolaos
Bär, Esther
Evans, Philip M
Statistical limitations in ion imaging
title Statistical limitations in ion imaging
title_full Statistical limitations in ion imaging
title_fullStr Statistical limitations in ion imaging
title_full_unstemmed Statistical limitations in ion imaging
title_short Statistical limitations in ion imaging
title_sort statistical limitations in ion imaging
topic Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8112161/
https://www.ncbi.nlm.nih.gov/pubmed/33711829
http://dx.doi.org/10.1088/1361-6560/abee57
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