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Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques

Thoracic cancer treatment presents dosimetric difficulties due to respiratory motion and lung inhomogeneity. Monte Carlo and deformable image registration techniques have been proposed to be used in four-dimensional (4D) dose calculations to overcome the difficulties. This study validates the 4D Mon...

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Autores principales: Huang, Tzung-Chi, Liang, Ji-An, Dilling, Thomas, Wu, Tung-Hsin, Zhang, Geoffrey
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2890615/
https://www.ncbi.nlm.nih.gov/pubmed/20509955
http://dx.doi.org/10.1186/1748-717X-5-45
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author Huang, Tzung-Chi
Liang, Ji-An
Dilling, Thomas
Wu, Tung-Hsin
Zhang, Geoffrey
author_facet Huang, Tzung-Chi
Liang, Ji-An
Dilling, Thomas
Wu, Tung-Hsin
Zhang, Geoffrey
author_sort Huang, Tzung-Chi
collection PubMed
description Thoracic cancer treatment presents dosimetric difficulties due to respiratory motion and lung inhomogeneity. Monte Carlo and deformable image registration techniques have been proposed to be used in four-dimensional (4D) dose calculations to overcome the difficulties. This study validates the 4D Monte Carlo dosimetry with measurement, compares 4D dosimetry of different tumor sizes and tumor motion ranges, and demonstrates differences of dose-volume histograms (DVH) with the number of respiratory phases that are included in 4D dosimetry. BEAMnrc was used in dose calculations while an optical flow algorithm was used in deformable image registration and dose mapping. Calculated and measured doses of a moving phantom agreed within 3% at the center of the moving gross tumor volumes (GTV). 4D CT image sets of lung cancer cases were used in the analysis of 4D dosimetry. For a small tumor (12.5 cm(3)) with motion range of 1.5 cm, reduced tumor volume coverage was observed in the 4D dose with a beam margin of 1 cm. For large tumors and tumors with small motion range (around 1 cm), the 4D dosimetry did not differ appreciably from the static plans. The dose-volume histogram (DVH) analysis shows that the inclusion of only extreme respiratory phases in 4D dosimetry is a reasonable approximation of all-phase inclusion for lung cancer cases similar to the ones studied, which reduces the calculation in 4D dosimetry.
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spelling pubmed-28906152010-06-24 Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques Huang, Tzung-Chi Liang, Ji-An Dilling, Thomas Wu, Tung-Hsin Zhang, Geoffrey Radiat Oncol Research Thoracic cancer treatment presents dosimetric difficulties due to respiratory motion and lung inhomogeneity. Monte Carlo and deformable image registration techniques have been proposed to be used in four-dimensional (4D) dose calculations to overcome the difficulties. This study validates the 4D Monte Carlo dosimetry with measurement, compares 4D dosimetry of different tumor sizes and tumor motion ranges, and demonstrates differences of dose-volume histograms (DVH) with the number of respiratory phases that are included in 4D dosimetry. BEAMnrc was used in dose calculations while an optical flow algorithm was used in deformable image registration and dose mapping. Calculated and measured doses of a moving phantom agreed within 3% at the center of the moving gross tumor volumes (GTV). 4D CT image sets of lung cancer cases were used in the analysis of 4D dosimetry. For a small tumor (12.5 cm(3)) with motion range of 1.5 cm, reduced tumor volume coverage was observed in the 4D dose with a beam margin of 1 cm. For large tumors and tumors with small motion range (around 1 cm), the 4D dosimetry did not differ appreciably from the static plans. The dose-volume histogram (DVH) analysis shows that the inclusion of only extreme respiratory phases in 4D dosimetry is a reasonable approximation of all-phase inclusion for lung cancer cases similar to the ones studied, which reduces the calculation in 4D dosimetry. BioMed Central 2010-05-29 /pmc/articles/PMC2890615/ /pubmed/20509955 http://dx.doi.org/10.1186/1748-717X-5-45 Text en Copyright ©2010 Huang et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Huang, Tzung-Chi
Liang, Ji-An
Dilling, Thomas
Wu, Tung-Hsin
Zhang, Geoffrey
Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques
title Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques
title_full Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques
title_fullStr Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques
title_full_unstemmed Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques
title_short Four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and Monte Carlo techniques
title_sort four-dimensional dosimetry validation and study in lung radiotherapy using deformable image registration and monte carlo techniques
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2890615/
https://www.ncbi.nlm.nih.gov/pubmed/20509955
http://dx.doi.org/10.1186/1748-717X-5-45
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