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Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy

BACKGROUND AND PURPOSE: Scatter correction of cone-beam computed tomography (CBCT) projections may enable accurate online dose-delivery estimations in photon and proton-based radiotherapy. This study aimed to evaluate the impact of scatter correction in CBCT-based proton range/dose calculations, in...

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Autores principales: Andersen, Andreas Gravgaard, Park, Yang-Kyun, Elstrøm, Ulrik Vindelev, Petersen, Jørgen Breede Baltzer, Sharp, Gregory C., Winey, Brian, Dong, Lei, Muren, Ludvig Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7807858/
https://www.ncbi.nlm.nih.gov/pubmed/33458349
http://dx.doi.org/10.1016/j.phro.2020.09.014
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author Andersen, Andreas Gravgaard
Park, Yang-Kyun
Elstrøm, Ulrik Vindelev
Petersen, Jørgen Breede Baltzer
Sharp, Gregory C.
Winey, Brian
Dong, Lei
Muren, Ludvig Paul
author_facet Andersen, Andreas Gravgaard
Park, Yang-Kyun
Elstrøm, Ulrik Vindelev
Petersen, Jørgen Breede Baltzer
Sharp, Gregory C.
Winey, Brian
Dong, Lei
Muren, Ludvig Paul
author_sort Andersen, Andreas Gravgaard
collection PubMed
description BACKGROUND AND PURPOSE: Scatter correction of cone-beam computed tomography (CBCT) projections may enable accurate online dose-delivery estimations in photon and proton-based radiotherapy. This study aimed to evaluate the impact of scatter correction in CBCT-based proton range/dose calculations, in scans acquired in both proton and photon gantries. MATERIAL AND METHODS: CBCT projections of a Catphan and an Alderson phantom were acquired on both a proton and a photon gantry. The scatter corrected CBCTs (corrCBCTs) and the clinical reconstructions (stdCBCTs) were compared against CTs rigidly registered to the CBCTs (rigidCTs). The CBCTs of the Catphan phantom were segmented by materials for CT number analysis. Water equivalent path length (WEPL) maps were calculated through the Alderson phantom while proton plans optimized on the rigidCT and recalculated on all CBCTs were compared in a gamma analysis. RESULTS: In medium and high-density materials, the corrCBCT CT numbers were much closer to those of the rigidCT than the stdCBCTs. E.g. in the 50% bone segmentations the differences were reduced from above 300 HU (with stdCBCT) to around 60–70 HU (with corrCBCT). Differences in WEPL from the rigidCT were typically well below 5 mm for the corrCBCTs, compared to well above 10 mm for the stdCBCTs with the largest deviations in the head and thorax regions. Gamma pass rates (2%/2mm) when comparing CBCT-based dose re-calculations to rigidCT calculations were improved from around 80% (with stdCBCT) to mostly above 90% (with corrCBCT). CONCLUSION: Scatter correction leads to substantial artefact reductions, improving accuracy of CBCT-based proton range/dose calculations.
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spelling pubmed-78078582021-01-14 Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy Andersen, Andreas Gravgaard Park, Yang-Kyun Elstrøm, Ulrik Vindelev Petersen, Jørgen Breede Baltzer Sharp, Gregory C. Winey, Brian Dong, Lei Muren, Ludvig Paul Phys Imaging Radiat Oncol Original Research Article BACKGROUND AND PURPOSE: Scatter correction of cone-beam computed tomography (CBCT) projections may enable accurate online dose-delivery estimations in photon and proton-based radiotherapy. This study aimed to evaluate the impact of scatter correction in CBCT-based proton range/dose calculations, in scans acquired in both proton and photon gantries. MATERIAL AND METHODS: CBCT projections of a Catphan and an Alderson phantom were acquired on both a proton and a photon gantry. The scatter corrected CBCTs (corrCBCTs) and the clinical reconstructions (stdCBCTs) were compared against CTs rigidly registered to the CBCTs (rigidCTs). The CBCTs of the Catphan phantom were segmented by materials for CT number analysis. Water equivalent path length (WEPL) maps were calculated through the Alderson phantom while proton plans optimized on the rigidCT and recalculated on all CBCTs were compared in a gamma analysis. RESULTS: In medium and high-density materials, the corrCBCT CT numbers were much closer to those of the rigidCT than the stdCBCTs. E.g. in the 50% bone segmentations the differences were reduced from above 300 HU (with stdCBCT) to around 60–70 HU (with corrCBCT). Differences in WEPL from the rigidCT were typically well below 5 mm for the corrCBCTs, compared to well above 10 mm for the stdCBCTs with the largest deviations in the head and thorax regions. Gamma pass rates (2%/2mm) when comparing CBCT-based dose re-calculations to rigidCT calculations were improved from around 80% (with stdCBCT) to mostly above 90% (with corrCBCT). CONCLUSION: Scatter correction leads to substantial artefact reductions, improving accuracy of CBCT-based proton range/dose calculations. Elsevier 2020-10-27 /pmc/articles/PMC7807858/ /pubmed/33458349 http://dx.doi.org/10.1016/j.phro.2020.09.014 Text en © 2020 The Authors. Published by Elsevier B.V. on behalf of European Society of Radiotherapy & Oncology. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Research Article
Andersen, Andreas Gravgaard
Park, Yang-Kyun
Elstrøm, Ulrik Vindelev
Petersen, Jørgen Breede Baltzer
Sharp, Gregory C.
Winey, Brian
Dong, Lei
Muren, Ludvig Paul
Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy
title Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy
title_full Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy
title_fullStr Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy
title_full_unstemmed Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy
title_short Evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy
title_sort evaluation of an a priori scatter correction algorithm for cone-beam computed tomography based range and dose calculations in proton therapy
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7807858/
https://www.ncbi.nlm.nih.gov/pubmed/33458349
http://dx.doi.org/10.1016/j.phro.2020.09.014
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