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Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT

We present a new image quality assessment method for determining whether reducing radiation dose impairs the image quality of computed tomography (CT) in qualitative and quantitative clinical analyses tasks. In this Institutional Review Board-exempt study, we conducted a review of 50 patients (male,...

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Detalles Bibliográficos
Autores principales: Buty, Mario, Xu, Ziyue, Wu, Aaron, Gao, Mingchen, Nelson, Chelyse, Papadakis, Georgios Z., Teomete, Uygar, Celik, Haydar, Turkbey, Baris, Choyke, Peter, Mollura, Daniel J., Bagci, Ulas, Folio, Les R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573232/
https://www.ncbi.nlm.nih.gov/pubmed/28856247
http://dx.doi.org/10.18383/j.tom.2017.00002
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author Buty, Mario
Xu, Ziyue
Wu, Aaron
Gao, Mingchen
Nelson, Chelyse
Papadakis, Georgios Z.
Teomete, Uygar
Celik, Haydar
Turkbey, Baris
Choyke, Peter
Mollura, Daniel J.
Bagci, Ulas
Folio, Les R.
author_facet Buty, Mario
Xu, Ziyue
Wu, Aaron
Gao, Mingchen
Nelson, Chelyse
Papadakis, Georgios Z.
Teomete, Uygar
Celik, Haydar
Turkbey, Baris
Choyke, Peter
Mollura, Daniel J.
Bagci, Ulas
Folio, Les R.
author_sort Buty, Mario
collection PubMed
description We present a new image quality assessment method for determining whether reducing radiation dose impairs the image quality of computed tomography (CT) in qualitative and quantitative clinical analyses tasks. In this Institutional Review Board-exempt study, we conducted a review of 50 patients (male, 22; female, 28) who underwent reduced-dose CT scanning on the first follow-up after standard-dose multiphase CT scanning. Scans were for surveillance of von Hippel–Lindau disease (N = 26) and renal cell carcinoma (N = 10). We investigated density, morphometric, and structural differences between scans both at tissue (fat, bone) and organ levels (liver, heart, spleen, lung). To quantify structural variations caused by image quality differences, we propose using the following metrics: dice similarity coefficient, structural similarity index, Hausdorff distance, gradient magnitude similarity deviation, and weighted spectral distance. Pearson correlation coefficient and Welch 2-sample t test were used for quantitative comparisons of organ morphometry and to compare density distribution of tissue, respectively. For qualitative evaluation, 2-sided Kendall Tau test was used to assess agreement among readers. Both qualitative and quantitative evaluations were designed to examine significance of image differences for clinical tasks. Qualitative judgment served as an overall assessment, whereas detailed quantifications on structural consistency, intensity homogeneity, and texture similarity revealed more accurate and global difference estimations. Qualitative and quantitative results indicated no significant image quality degradation. Our study concludes that low(er)-dose CT scans can be routinely used because of no significant loss in quantitative image information compared with standard-dose CT scans.
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spelling pubmed-55732322017-08-28 Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT Buty, Mario Xu, Ziyue Wu, Aaron Gao, Mingchen Nelson, Chelyse Papadakis, Georgios Z. Teomete, Uygar Celik, Haydar Turkbey, Baris Choyke, Peter Mollura, Daniel J. Bagci, Ulas Folio, Les R. Tomography Research Articles We present a new image quality assessment method for determining whether reducing radiation dose impairs the image quality of computed tomography (CT) in qualitative and quantitative clinical analyses tasks. In this Institutional Review Board-exempt study, we conducted a review of 50 patients (male, 22; female, 28) who underwent reduced-dose CT scanning on the first follow-up after standard-dose multiphase CT scanning. Scans were for surveillance of von Hippel–Lindau disease (N = 26) and renal cell carcinoma (N = 10). We investigated density, morphometric, and structural differences between scans both at tissue (fat, bone) and organ levels (liver, heart, spleen, lung). To quantify structural variations caused by image quality differences, we propose using the following metrics: dice similarity coefficient, structural similarity index, Hausdorff distance, gradient magnitude similarity deviation, and weighted spectral distance. Pearson correlation coefficient and Welch 2-sample t test were used for quantitative comparisons of organ morphometry and to compare density distribution of tissue, respectively. For qualitative evaluation, 2-sided Kendall Tau test was used to assess agreement among readers. Both qualitative and quantitative evaluations were designed to examine significance of image differences for clinical tasks. Qualitative judgment served as an overall assessment, whereas detailed quantifications on structural consistency, intensity homogeneity, and texture similarity revealed more accurate and global difference estimations. Qualitative and quantitative results indicated no significant image quality degradation. Our study concludes that low(er)-dose CT scans can be routinely used because of no significant loss in quantitative image information compared with standard-dose CT scans. Grapho Publications, LLC 2017-06 /pmc/articles/PMC5573232/ /pubmed/28856247 http://dx.doi.org/10.18383/j.tom.2017.00002 Text en © 2017 The Authors. Published by Grapho Publications, LLC http://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 Research Articles
Buty, Mario
Xu, Ziyue
Wu, Aaron
Gao, Mingchen
Nelson, Chelyse
Papadakis, Georgios Z.
Teomete, Uygar
Celik, Haydar
Turkbey, Baris
Choyke, Peter
Mollura, Daniel J.
Bagci, Ulas
Folio, Les R.
Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT
title Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT
title_full Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT
title_fullStr Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT
title_full_unstemmed Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT
title_short Quantitative Image Quality Comparison of Reduced- and Standard-Dose Dual-Energy Multiphase Chest, Abdomen, and Pelvis CT
title_sort quantitative image quality comparison of reduced- and standard-dose dual-energy multiphase chest, abdomen, and pelvis ct
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573232/
https://www.ncbi.nlm.nih.gov/pubmed/28856247
http://dx.doi.org/10.18383/j.tom.2017.00002
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