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Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning

BACKGROUND: Respiration-correlated CT (4D CT) is the basis of radiotherapy treatment planning of thoracic and abdominal tumors. Current clinical 4D CT images suffer, however, from artifacts due to unfulfilled assumptions concerning breathing pattern regularity. We propose and evaluate modifications...

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Autores principales: Werner, René, Hofmann, Christian, Mücke, Eike, Gauer, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5477247/
https://www.ncbi.nlm.nih.gov/pubmed/28629434
http://dx.doi.org/10.1186/s13014-017-0835-7
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author Werner, René
Hofmann, Christian
Mücke, Eike
Gauer, Tobias
author_facet Werner, René
Hofmann, Christian
Mücke, Eike
Gauer, Tobias
author_sort Werner, René
collection PubMed
description BACKGROUND: Respiration-correlated CT (4D CT) is the basis of radiotherapy treatment planning of thoracic and abdominal tumors. Current clinical 4D CT images suffer, however, from artifacts due to unfulfilled assumptions concerning breathing pattern regularity. We propose and evaluate modifications to existing low-pitch spiral 4D CT reconstruction protocols to counteract respective artifacts. METHODS: The proposed advanced reconstruction (AR) approach consists of two steps that build on each other: (1) statistical analysis of the breathing signal recorded during CT data acquisition and extraction of a patient-specific reference breathing cycle for projection binning; (2) incorporation of an artifact measure into the reconstruction. 4D CT data of 30 patients were reconstructed by standard phase- and local amplitude-based reconstruction (PB, LAB) and compared with images obtained by AR. The number of artifacts was evaluated and artifact statistics correlated to breathing curve characteristics. RESULTS: AR reduced the number of 4D CT artifacts by 31% and 27% compared to PB and LAB; the reduction was most pronounced for irregular breathing curves. CONCLUSIONS: We described a two-step optimization of low-pitch spiral 4D CT reconstruction to reduce artifacts in the presence of breathing irregularity and illustrated that the modifications to existing reconstruction solutions are effective in terms of artifact reduction. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13014-017-0835-7) contains supplementary material, which is available to authorized users.
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spelling pubmed-54772472017-06-23 Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning Werner, René Hofmann, Christian Mücke, Eike Gauer, Tobias Radiat Oncol Research BACKGROUND: Respiration-correlated CT (4D CT) is the basis of radiotherapy treatment planning of thoracic and abdominal tumors. Current clinical 4D CT images suffer, however, from artifacts due to unfulfilled assumptions concerning breathing pattern regularity. We propose and evaluate modifications to existing low-pitch spiral 4D CT reconstruction protocols to counteract respective artifacts. METHODS: The proposed advanced reconstruction (AR) approach consists of two steps that build on each other: (1) statistical analysis of the breathing signal recorded during CT data acquisition and extraction of a patient-specific reference breathing cycle for projection binning; (2) incorporation of an artifact measure into the reconstruction. 4D CT data of 30 patients were reconstructed by standard phase- and local amplitude-based reconstruction (PB, LAB) and compared with images obtained by AR. The number of artifacts was evaluated and artifact statistics correlated to breathing curve characteristics. RESULTS: AR reduced the number of 4D CT artifacts by 31% and 27% compared to PB and LAB; the reduction was most pronounced for irregular breathing curves. CONCLUSIONS: We described a two-step optimization of low-pitch spiral 4D CT reconstruction to reduce artifacts in the presence of breathing irregularity and illustrated that the modifications to existing reconstruction solutions are effective in terms of artifact reduction. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13014-017-0835-7) contains supplementary material, which is available to authorized users. BioMed Central 2017-06-19 /pmc/articles/PMC5477247/ /pubmed/28629434 http://dx.doi.org/10.1186/s13014-017-0835-7 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Werner, René
Hofmann, Christian
Mücke, Eike
Gauer, Tobias
Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning
title Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning
title_full Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning
title_fullStr Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning
title_full_unstemmed Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning
title_short Reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4D CT by optimized projection binning
title_sort reduction of breathing irregularity-related motion artifacts in low-pitch spiral 4d ct by optimized projection binning
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5477247/
https://www.ncbi.nlm.nih.gov/pubmed/28629434
http://dx.doi.org/10.1186/s13014-017-0835-7
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