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Quality assurance of a breathing controlled four-dimensional computed tomography algorithm

BACKGROUND & PURPOSE: Four-dimensional computed tomography (4DCT) scans are standardly used for radiotherapy planning of tumors subject to respiratory motion. Based on online analysis and automatic adaption of scan parameters to the patient’s individual breathing pattern, a new breathing-control...

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Autores principales: Szkitsak, Juliane, Karius, Andre, Hofmann, Christian, Fietkau, Rainer, Bert, Christoph, Speer, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283927/
https://www.ncbi.nlm.nih.gov/pubmed/35844256
http://dx.doi.org/10.1016/j.phro.2022.06.007
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author Szkitsak, Juliane
Karius, Andre
Hofmann, Christian
Fietkau, Rainer
Bert, Christoph
Speer, Stefan
author_facet Szkitsak, Juliane
Karius, Andre
Hofmann, Christian
Fietkau, Rainer
Bert, Christoph
Speer, Stefan
author_sort Szkitsak, Juliane
collection PubMed
description BACKGROUND & PURPOSE: Four-dimensional computed tomography (4DCT) scans are standardly used for radiotherapy planning of tumors subject to respiratory motion. Based on online analysis and automatic adaption of scan parameters to the patient’s individual breathing pattern, a new breathing-controlled 4DCT (i4DCT) algorithm attempts to counteract irregular breathing and thus prevent artifacts. The aim of this study was to perform an initial quality assurance for i4DCT. MATERIAL & METHODS: To validate the i4DCT algorithm, phantom measurements were performed to evaluate geometric accuracy (diameter, volume, eccentricity), image quality (dose-normalized contrast-noise-ratio, CT number accuracy), and correct representation of motion amplitude of simulated tumor lesions. Furthermore, the impact of patient weight and resulting table flexion on the measurements was investigated. Static three-dimensional CT (3DCT) scans were used as ground truth. RESULTS: The median volume deviation magnitude between 4DCT and 3DCT was < 2% (<0.2 cm(3)). The volume differences ranged from –8% (–1.0 cm(3)) to 3% (0.4 cm(3)). Median tumor diameter deviation magnitudes were < 2% (<0.7 mm) for regular and < 3.5% (<1.0 mm) for irregular breathing. For eccentricity, a median deviation magnitude of < 0.05 for regular and < 0.08 for irregular breathing curves was found. The respiratory amplitude was represented with a median accuracy of < 0.5 mm. CT numbers and dose-normalized contrast-noise-ratio showed no clinically relevant difference between 4DCT and 3DCT. Table flexion proved to have no clinically relevant impact on geometric accuracy. CONCLUSIONS: The breathing-controlled algorithm provides in general good results regarding image quality, geometric accuracy, and correct depiction of motion amplitude for regular and irregular breathing.
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spelling pubmed-92839272022-07-16 Quality assurance of a breathing controlled four-dimensional computed tomography algorithm Szkitsak, Juliane Karius, Andre Hofmann, Christian Fietkau, Rainer Bert, Christoph Speer, Stefan Phys Imaging Radiat Oncol Original Research Article BACKGROUND & PURPOSE: Four-dimensional computed tomography (4DCT) scans are standardly used for radiotherapy planning of tumors subject to respiratory motion. Based on online analysis and automatic adaption of scan parameters to the patient’s individual breathing pattern, a new breathing-controlled 4DCT (i4DCT) algorithm attempts to counteract irregular breathing and thus prevent artifacts. The aim of this study was to perform an initial quality assurance for i4DCT. MATERIAL & METHODS: To validate the i4DCT algorithm, phantom measurements were performed to evaluate geometric accuracy (diameter, volume, eccentricity), image quality (dose-normalized contrast-noise-ratio, CT number accuracy), and correct representation of motion amplitude of simulated tumor lesions. Furthermore, the impact of patient weight and resulting table flexion on the measurements was investigated. Static three-dimensional CT (3DCT) scans were used as ground truth. RESULTS: The median volume deviation magnitude between 4DCT and 3DCT was < 2% (<0.2 cm(3)). The volume differences ranged from –8% (–1.0 cm(3)) to 3% (0.4 cm(3)). Median tumor diameter deviation magnitudes were < 2% (<0.7 mm) for regular and < 3.5% (<1.0 mm) for irregular breathing. For eccentricity, a median deviation magnitude of < 0.05 for regular and < 0.08 for irregular breathing curves was found. The respiratory amplitude was represented with a median accuracy of < 0.5 mm. CT numbers and dose-normalized contrast-noise-ratio showed no clinically relevant difference between 4DCT and 3DCT. Table flexion proved to have no clinically relevant impact on geometric accuracy. CONCLUSIONS: The breathing-controlled algorithm provides in general good results regarding image quality, geometric accuracy, and correct depiction of motion amplitude for regular and irregular breathing. Elsevier 2022-06-24 /pmc/articles/PMC9283927/ /pubmed/35844256 http://dx.doi.org/10.1016/j.phro.2022.06.007 Text en © 2022 The Author(s) https://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
Szkitsak, Juliane
Karius, Andre
Hofmann, Christian
Fietkau, Rainer
Bert, Christoph
Speer, Stefan
Quality assurance of a breathing controlled four-dimensional computed tomography algorithm
title Quality assurance of a breathing controlled four-dimensional computed tomography algorithm
title_full Quality assurance of a breathing controlled four-dimensional computed tomography algorithm
title_fullStr Quality assurance of a breathing controlled four-dimensional computed tomography algorithm
title_full_unstemmed Quality assurance of a breathing controlled four-dimensional computed tomography algorithm
title_short Quality assurance of a breathing controlled four-dimensional computed tomography algorithm
title_sort quality assurance of a breathing controlled four-dimensional computed tomography algorithm
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283927/
https://www.ncbi.nlm.nih.gov/pubmed/35844256
http://dx.doi.org/10.1016/j.phro.2022.06.007
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