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Quantified VMAT plan complexity in relation to measurement‐based quality assurance results

Volumetric‐modulated arc therapy (VMAT) treatment plans that are highly modulated or complex may result in disagreements between the planned dose distribution and the measured dose distribution. This study investigated established VMAT complexity metrics as a means of predicting phantom‐based measur...

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Detalles Bibliográficos
Autores principales: Nguyen, Michael, Chan, Gordon H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7700925/
https://www.ncbi.nlm.nih.gov/pubmed/33112467
http://dx.doi.org/10.1002/acm2.13048
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author Nguyen, Michael
Chan, Gordon H.
author_facet Nguyen, Michael
Chan, Gordon H.
author_sort Nguyen, Michael
collection PubMed
description Volumetric‐modulated arc therapy (VMAT) treatment plans that are highly modulated or complex may result in disagreements between the planned dose distribution and the measured dose distribution. This study investigated established VMAT complexity metrics as a means of predicting phantom‐based measurement results for 93 treatments delivered on a TrueBeam linac, and 91 treatments delivered on two TrueBeam STx linacs. Complexity metrics investigated showed weak correlations to gamma passing rate, with the exception of the Modulation Complexity Score for VMAT, yielding moderate correlations. The Spearman’s rho values for this metric were 0.502 (P < 0.001) and 0.528 (P < 0.001) for the TrueBeam and TrueBeam STx, respectively. Receiver operating characteristic analysis was also performed. The aperture irregularity on the TrueBeam achieved a 53% true positive rate and a 9% false‐positive rate to correctly identify complex plans. Similarly, the average field width on the TrueBeam STx achieved a 60% true‐positive rate and an 8% false‐positive rate. If incorporated into clinical workflow, these thresholds can identify highly modulated plans and reduce the number of dose verification measurements required.
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spelling pubmed-77009252020-12-03 Quantified VMAT plan complexity in relation to measurement‐based quality assurance results Nguyen, Michael Chan, Gordon H. J Appl Clin Med Phys Radiation Oncology Physics Volumetric‐modulated arc therapy (VMAT) treatment plans that are highly modulated or complex may result in disagreements between the planned dose distribution and the measured dose distribution. This study investigated established VMAT complexity metrics as a means of predicting phantom‐based measurement results for 93 treatments delivered on a TrueBeam linac, and 91 treatments delivered on two TrueBeam STx linacs. Complexity metrics investigated showed weak correlations to gamma passing rate, with the exception of the Modulation Complexity Score for VMAT, yielding moderate correlations. The Spearman’s rho values for this metric were 0.502 (P < 0.001) and 0.528 (P < 0.001) for the TrueBeam and TrueBeam STx, respectively. Receiver operating characteristic analysis was also performed. The aperture irregularity on the TrueBeam achieved a 53% true positive rate and a 9% false‐positive rate to correctly identify complex plans. Similarly, the average field width on the TrueBeam STx achieved a 60% true‐positive rate and an 8% false‐positive rate. If incorporated into clinical workflow, these thresholds can identify highly modulated plans and reduce the number of dose verification measurements required. John Wiley and Sons Inc. 2020-10-28 /pmc/articles/PMC7700925/ /pubmed/33112467 http://dx.doi.org/10.1002/acm2.13048 Text en © 2020 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine This is an open access article under the terms of the http://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
Nguyen, Michael
Chan, Gordon H.
Quantified VMAT plan complexity in relation to measurement‐based quality assurance results
title Quantified VMAT plan complexity in relation to measurement‐based quality assurance results
title_full Quantified VMAT plan complexity in relation to measurement‐based quality assurance results
title_fullStr Quantified VMAT plan complexity in relation to measurement‐based quality assurance results
title_full_unstemmed Quantified VMAT plan complexity in relation to measurement‐based quality assurance results
title_short Quantified VMAT plan complexity in relation to measurement‐based quality assurance results
title_sort quantified vmat plan complexity in relation to measurement‐based quality assurance results
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7700925/
https://www.ncbi.nlm.nih.gov/pubmed/33112467
http://dx.doi.org/10.1002/acm2.13048
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