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Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique
BACKGROUND: Computed tomography (CT) emphysema quantification is affected by both radiation dose (i.e. image noise) and reconstruction technique. At reduced dose, filtered back projection (FBP) results in an overestimation of the amount of emphysema due to higher noise levels, while the use of itera...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6220000/ https://www.ncbi.nlm.nih.gov/pubmed/30402740 http://dx.doi.org/10.1186/s41747-018-0064-3 |
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author | den Harder, Annemarie M. de Boer, Erwin Lagerweij, Suzanne J. Boomsma, Martijn F. Schilham, Arnold M. R. Willemink, Martin J. Milles, Julien Leiner, Tim Budde, Ricardo P. J. de Jong, Pim A. |
author_facet | den Harder, Annemarie M. de Boer, Erwin Lagerweij, Suzanne J. Boomsma, Martijn F. Schilham, Arnold M. R. Willemink, Martin J. Milles, Julien Leiner, Tim Budde, Ricardo P. J. de Jong, Pim A. |
author_sort | den Harder, Annemarie M. |
collection | PubMed |
description | BACKGROUND: Computed tomography (CT) emphysema quantification is affected by both radiation dose (i.e. image noise) and reconstruction technique. At reduced dose, filtered back projection (FBP) results in an overestimation of the amount of emphysema due to higher noise levels, while the use of iterative reconstruction (IR) can result in an underestimation due to reduced noise. The objective of this study was to determine the influence of dose reduction and hybrid IR (HIR) or model-based IR (MIR) on CT emphysema quantification. METHODS: Twenty-two patients underwent inspiratory chest CT scan at routine radiation dose and at 45%, 60% and 75% reduced radiation dose. Acquisitions were reconstructed with FBP, HIR and MIR. Emphysema was quantified using the 15th percentile of the attenuation curve and the percentage of voxels below -950 HU. To determine whether the use of a different percentile or HU threshold is more accurate at reduced dose levels and with IR, additional measurements were performed using different percentiles and HU thresholds to determine the optimal combination. RESULTS: Dose reduction resulted in a significant overestimation of emphysema, while HIR and MIR resulted in an underestimation. Lower HU thresholds with FBP at reduced dose and higher HU thresholds with HIR and MIR resulted in emphysema percentages comparable to the reference. The 15th percentile quantification method showed similar results as the HU threshold method. CONCLUSIONS: This within-patients study showed that CT emphysema quantification is significantly affected by dose reduction and IR. This can potentially be solved by adapting commonly used thresholds. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s41747-018-0064-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6220000 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-62200002018-11-16 Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique den Harder, Annemarie M. de Boer, Erwin Lagerweij, Suzanne J. Boomsma, Martijn F. Schilham, Arnold M. R. Willemink, Martin J. Milles, Julien Leiner, Tim Budde, Ricardo P. J. de Jong, Pim A. Eur Radiol Exp Original Article BACKGROUND: Computed tomography (CT) emphysema quantification is affected by both radiation dose (i.e. image noise) and reconstruction technique. At reduced dose, filtered back projection (FBP) results in an overestimation of the amount of emphysema due to higher noise levels, while the use of iterative reconstruction (IR) can result in an underestimation due to reduced noise. The objective of this study was to determine the influence of dose reduction and hybrid IR (HIR) or model-based IR (MIR) on CT emphysema quantification. METHODS: Twenty-two patients underwent inspiratory chest CT scan at routine radiation dose and at 45%, 60% and 75% reduced radiation dose. Acquisitions were reconstructed with FBP, HIR and MIR. Emphysema was quantified using the 15th percentile of the attenuation curve and the percentage of voxels below -950 HU. To determine whether the use of a different percentile or HU threshold is more accurate at reduced dose levels and with IR, additional measurements were performed using different percentiles and HU thresholds to determine the optimal combination. RESULTS: Dose reduction resulted in a significant overestimation of emphysema, while HIR and MIR resulted in an underestimation. Lower HU thresholds with FBP at reduced dose and higher HU thresholds with HIR and MIR resulted in emphysema percentages comparable to the reference. The 15th percentile quantification method showed similar results as the HU threshold method. CONCLUSIONS: This within-patients study showed that CT emphysema quantification is significantly affected by dose reduction and IR. This can potentially be solved by adapting commonly used thresholds. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s41747-018-0064-3) contains supplementary material, which is available to authorized users. Springer International Publishing 2018-11-07 /pmc/articles/PMC6220000/ /pubmed/30402740 http://dx.doi.org/10.1186/s41747-018-0064-3 Text en © The Author(s) 2018 Open AccessThis 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. |
spellingShingle | Original Article den Harder, Annemarie M. de Boer, Erwin Lagerweij, Suzanne J. Boomsma, Martijn F. Schilham, Arnold M. R. Willemink, Martin J. Milles, Julien Leiner, Tim Budde, Ricardo P. J. de Jong, Pim A. Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique |
title | Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique |
title_full | Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique |
title_fullStr | Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique |
title_full_unstemmed | Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique |
title_short | Emphysema quantification using chest CT: influence of radiation dose reduction and reconstruction technique |
title_sort | emphysema quantification using chest ct: influence of radiation dose reduction and reconstruction technique |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6220000/ https://www.ncbi.nlm.nih.gov/pubmed/30402740 http://dx.doi.org/10.1186/s41747-018-0064-3 |
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