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Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT

A major contributing factor to proton range uncertainty is the conversion of computed tomography (CT) Hounsfield units (HU) to proton relative stopping power (RSP). This uncertainty is heightened in the presence of X‐ray beam‐hardening artifact (BHA), which has two manifestations: cupping and streak...

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Autores principales: Chacko, Michael S., Wu, Dee, Grewal, Hardev S., Sonnad, Jagadeesh R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512361/
https://www.ncbi.nlm.nih.gov/pubmed/35816460
http://dx.doi.org/10.1002/acm2.13711
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author Chacko, Michael S.
Wu, Dee
Grewal, Hardev S.
Sonnad, Jagadeesh R.
author_facet Chacko, Michael S.
Wu, Dee
Grewal, Hardev S.
Sonnad, Jagadeesh R.
author_sort Chacko, Michael S.
collection PubMed
description A major contributing factor to proton range uncertainty is the conversion of computed tomography (CT) Hounsfield units (HU) to proton relative stopping power (RSP). This uncertainty is heightened in the presence of X‐ray beam‐hardening artifact (BHA), which has two manifestations: cupping and streaking, especially in and near bone tissue. This uncertainty can affect the accuracy of proton RSP calculation for treatment planning in proton radiotherapy. Dual‐energy CT (DECT) and iterative beam‐hardening correction (iBHC) both show promise in mitigating CT BHA. This present work attempts to analyze the relative robustness of iBHC and DECT techniques on both manifestations of BHA. The stoichiometric method for HU to RSP conversion was used for single‐energy CT (SECT) and DECT‐based monochromatic techniques using a tissue substitute phantom. Cupping BHA was simulated by measuring the HU of a bone substitute plug in wax/3D‐printed phantoms of increasing size. Streaking BHA was simulated by placing a solid water plug between two bone plugs in a wax phantom. Finally, the effect of varying calibration phantom size on RSP was calculated in an anthropomorphic head phantom. The RSP decreased −0.002 cm(–1) as phantom size increased for SECT but remained largely constant when iBHC applied or with DECT techniques. The RSP varied a maximum of 2.60% in the presence of streaking BHA in SECT but was reduced to 1.40% with iBHC. For DECT techniques, the maximum difference was 2.40%, reduced to 0.6% with iBHC. Comparing calibration phantoms of 20‐ and 33‐cm diameter, maximum voxel differences of 5 mm in the water‐equivalent thickness were observed in the skull but reduced to 1.3 mm with iBHC. The DECT techniques excelled in mitigating cupping BHA, but streaking BHA still could be observed. The use of iBHC reduced RSP variation with BHA in both SECT and DECT techniques.
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spelling pubmed-95123612022-09-30 Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT Chacko, Michael S. Wu, Dee Grewal, Hardev S. Sonnad, Jagadeesh R. J Appl Clin Med Phys Radiation Oncology Physics A major contributing factor to proton range uncertainty is the conversion of computed tomography (CT) Hounsfield units (HU) to proton relative stopping power (RSP). This uncertainty is heightened in the presence of X‐ray beam‐hardening artifact (BHA), which has two manifestations: cupping and streaking, especially in and near bone tissue. This uncertainty can affect the accuracy of proton RSP calculation for treatment planning in proton radiotherapy. Dual‐energy CT (DECT) and iterative beam‐hardening correction (iBHC) both show promise in mitigating CT BHA. This present work attempts to analyze the relative robustness of iBHC and DECT techniques on both manifestations of BHA. The stoichiometric method for HU to RSP conversion was used for single‐energy CT (SECT) and DECT‐based monochromatic techniques using a tissue substitute phantom. Cupping BHA was simulated by measuring the HU of a bone substitute plug in wax/3D‐printed phantoms of increasing size. Streaking BHA was simulated by placing a solid water plug between two bone plugs in a wax phantom. Finally, the effect of varying calibration phantom size on RSP was calculated in an anthropomorphic head phantom. The RSP decreased −0.002 cm(–1) as phantom size increased for SECT but remained largely constant when iBHC applied or with DECT techniques. The RSP varied a maximum of 2.60% in the presence of streaking BHA in SECT but was reduced to 1.40% with iBHC. For DECT techniques, the maximum difference was 2.40%, reduced to 0.6% with iBHC. Comparing calibration phantoms of 20‐ and 33‐cm diameter, maximum voxel differences of 5 mm in the water‐equivalent thickness were observed in the skull but reduced to 1.3 mm with iBHC. The DECT techniques excelled in mitigating cupping BHA, but streaking BHA still could be observed. The use of iBHC reduced RSP variation with BHA in both SECT and DECT techniques. John Wiley and Sons Inc. 2022-07-11 /pmc/articles/PMC9512361/ /pubmed/35816460 http://dx.doi.org/10.1002/acm2.13711 Text en © 2022 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Chacko, Michael S.
Wu, Dee
Grewal, Hardev S.
Sonnad, Jagadeesh R.
Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT
title Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT
title_full Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT
title_fullStr Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT
title_full_unstemmed Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT
title_short Impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy CT
title_sort impact of beam‐hardening corrections on proton relative stopping power estimates from single‐ and dual‐energy ct
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512361/
https://www.ncbi.nlm.nih.gov/pubmed/35816460
http://dx.doi.org/10.1002/acm2.13711
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