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Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT

Purpose: 4D CT imaging is an integral part of 4D radiotherapy workflows. However, 4D CT data often contain motion artifacts that mitigate treatment planning. Recently, breathing-adapted 4D CT (i4DCT) was introduced into clinical practice, promising artifact reduction in in-silico and phantom studies...

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Autores principales: Werner, René, Szkitsak, Juliane, Madesta, Frederic, Büttgen, Laura, Wimmert, Lukas, Sentker, Thilo, Fietkau, Rainer, Haderlein, Marlen, Bert, Christoph, Gauer, Tobias, Hofmann, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10281893/
https://www.ncbi.nlm.nih.gov/pubmed/37000223
http://dx.doi.org/10.1007/s00066-023-02062-0
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author Werner, René
Szkitsak, Juliane
Madesta, Frederic
Büttgen, Laura
Wimmert, Lukas
Sentker, Thilo
Fietkau, Rainer
Haderlein, Marlen
Bert, Christoph
Gauer, Tobias
Hofmann, Christian
author_facet Werner, René
Szkitsak, Juliane
Madesta, Frederic
Büttgen, Laura
Wimmert, Lukas
Sentker, Thilo
Fietkau, Rainer
Haderlein, Marlen
Bert, Christoph
Gauer, Tobias
Hofmann, Christian
author_sort Werner, René
collection PubMed
description Purpose: 4D CT imaging is an integral part of 4D radiotherapy workflows. However, 4D CT data often contain motion artifacts that mitigate treatment planning. Recently, breathing-adapted 4D CT (i4DCT) was introduced into clinical practice, promising artifact reduction in in-silico and phantom studies. Here, we present an image quality comparison study, pooling clinical patient data from two centers: a new i4DCT and a conventional spiral 4D CT patient cohort. Methods: The i4DCT cohort comprises 129 and the conventional spiral 4D CT cohort 417 4D CT data sets of lung and liver tumor patients. All data were acquired for treatment planning. The study consists of three parts: illustration of image quality in selected patients of the two cohorts with similar breathing patterns; an image quality expert rater study; and automated analysis of the artifact frequency. Results: Image data of the patients with similar breathing patterns underline artifact reduction by i4DCT compared to conventional spiral 4D CT. Based on a subgroup of 50 patients with irregular breathing patterns, the rater study reveals a fraction of almost artifact-free scans of 89% for i4DCT and only 25% for conventional 4D CT; the quantitative analysis indicated a reduction of artifact frequency by 31% for i4DCT. Conclusion: The results demonstrate 4D CT image quality improvement for patients with irregular breathing patterns by breathing-adapted 4D CT in this first corresponding clinical data image quality comparison study. The online version of this article (10.1007/s00066-023-02062-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-102818932023-06-22 Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT Werner, René Szkitsak, Juliane Madesta, Frederic Büttgen, Laura Wimmert, Lukas Sentker, Thilo Fietkau, Rainer Haderlein, Marlen Bert, Christoph Gauer, Tobias Hofmann, Christian Strahlenther Onkol Short Communication Purpose: 4D CT imaging is an integral part of 4D radiotherapy workflows. However, 4D CT data often contain motion artifacts that mitigate treatment planning. Recently, breathing-adapted 4D CT (i4DCT) was introduced into clinical practice, promising artifact reduction in in-silico and phantom studies. Here, we present an image quality comparison study, pooling clinical patient data from two centers: a new i4DCT and a conventional spiral 4D CT patient cohort. Methods: The i4DCT cohort comprises 129 and the conventional spiral 4D CT cohort 417 4D CT data sets of lung and liver tumor patients. All data were acquired for treatment planning. The study consists of three parts: illustration of image quality in selected patients of the two cohorts with similar breathing patterns; an image quality expert rater study; and automated analysis of the artifact frequency. Results: Image data of the patients with similar breathing patterns underline artifact reduction by i4DCT compared to conventional spiral 4D CT. Based on a subgroup of 50 patients with irregular breathing patterns, the rater study reveals a fraction of almost artifact-free scans of 89% for i4DCT and only 25% for conventional 4D CT; the quantitative analysis indicated a reduction of artifact frequency by 31% for i4DCT. Conclusion: The results demonstrate 4D CT image quality improvement for patients with irregular breathing patterns by breathing-adapted 4D CT in this first corresponding clinical data image quality comparison study. The online version of this article (10.1007/s00066-023-02062-0) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2023-03-31 2023 /pmc/articles/PMC10281893/ /pubmed/37000223 http://dx.doi.org/10.1007/s00066-023-02062-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Short Communication
Werner, René
Szkitsak, Juliane
Madesta, Frederic
Büttgen, Laura
Wimmert, Lukas
Sentker, Thilo
Fietkau, Rainer
Haderlein, Marlen
Bert, Christoph
Gauer, Tobias
Hofmann, Christian
Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT
title Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT
title_full Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT
title_fullStr Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT
title_full_unstemmed Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT
title_short Clinical application of breathing-adapted 4D CT: image quality comparison to conventional 4D CT
title_sort clinical application of breathing-adapted 4d ct: image quality comparison to conventional 4d ct
topic Short Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10281893/
https://www.ncbi.nlm.nih.gov/pubmed/37000223
http://dx.doi.org/10.1007/s00066-023-02062-0
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