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Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests
OBJECTIVES: The aim of this study was to assess the effect of hybrid iterative reconstruction and post processing on emphysema quantification in low-dose CT scans of COPD patients using pulmonary function tests (PFT) as a reference. METHODS: CT scans of 23 COPD patients diagnosed with GOLD I or high...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6779684/ https://www.ncbi.nlm.nih.gov/pubmed/31591646 http://dx.doi.org/10.1186/s13244-019-0776-9 |
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author | de Boer, E. Nijholt, I. M. Jansen, S. Edens, M. A. Walen, S. van den Berg, J. W. K. Boomsma, M. F. |
author_facet | de Boer, E. Nijholt, I. M. Jansen, S. Edens, M. A. Walen, S. van den Berg, J. W. K. Boomsma, M. F. |
author_sort | de Boer, E. |
collection | PubMed |
description | OBJECTIVES: The aim of this study was to assess the effect of hybrid iterative reconstruction and post processing on emphysema quantification in low-dose CT scans of COPD patients using pulmonary function tests (PFT) as a reference. METHODS: CT scans of 23 COPD patients diagnosed with GOLD I or higher were reconstructed with iDose(4) level 1 to 7 in IntelliSpace Portal (ISP) 6 and 7. ISP7 was used with and without specific denoising filter for COPD. The extent of emphysema was measured as percentage of lung voxels with attenuation < − 950 Hounsfield units (%LAA-950). The correlation between %LAA-950 and PFT, age, BMI, pack years, and the Clinical COPD Questionnaire (CCQ) and Medical Research Council dyspnea scale (MRC) was determined. RESULTS: Denoising significantly reduced %LAA-950 as was demonstrated by lower %LAA-950 in ISP7 with denoising filter and a significant reduction in %LAA-950 with higher iDose(4) levels. All PFT except forced vital capacity (FVC) were significantly inversely correlated with %LAA-950. There was a trend toward a stronger correlation at higher iDose(4) levels. %LAA-950 was also significantly correlated with BMI, GOLD class, and CCQ scores. CONCLUSIONS: Our study showed that hybrid iterative reconstruction and use of post processing denoising can optimize the use of emphysema quantification in CT scans as a complimentary diagnostic tool to stage COPD in addition to PFT. |
format | Online Article Text |
id | pubmed-6779684 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-67796842019-10-25 Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests de Boer, E. Nijholt, I. M. Jansen, S. Edens, M. A. Walen, S. van den Berg, J. W. K. Boomsma, M. F. Insights Imaging Original Article OBJECTIVES: The aim of this study was to assess the effect of hybrid iterative reconstruction and post processing on emphysema quantification in low-dose CT scans of COPD patients using pulmonary function tests (PFT) as a reference. METHODS: CT scans of 23 COPD patients diagnosed with GOLD I or higher were reconstructed with iDose(4) level 1 to 7 in IntelliSpace Portal (ISP) 6 and 7. ISP7 was used with and without specific denoising filter for COPD. The extent of emphysema was measured as percentage of lung voxels with attenuation < − 950 Hounsfield units (%LAA-950). The correlation between %LAA-950 and PFT, age, BMI, pack years, and the Clinical COPD Questionnaire (CCQ) and Medical Research Council dyspnea scale (MRC) was determined. RESULTS: Denoising significantly reduced %LAA-950 as was demonstrated by lower %LAA-950 in ISP7 with denoising filter and a significant reduction in %LAA-950 with higher iDose(4) levels. All PFT except forced vital capacity (FVC) were significantly inversely correlated with %LAA-950. There was a trend toward a stronger correlation at higher iDose(4) levels. %LAA-950 was also significantly correlated with BMI, GOLD class, and CCQ scores. CONCLUSIONS: Our study showed that hybrid iterative reconstruction and use of post processing denoising can optimize the use of emphysema quantification in CT scans as a complimentary diagnostic tool to stage COPD in addition to PFT. Springer Berlin Heidelberg 2019-10-07 /pmc/articles/PMC6779684/ /pubmed/31591646 http://dx.doi.org/10.1186/s13244-019-0776-9 Text en © The Author(s). 2019 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 de Boer, E. Nijholt, I. M. Jansen, S. Edens, M. A. Walen, S. van den Berg, J. W. K. Boomsma, M. F. Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests |
title | Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests |
title_full | Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests |
title_fullStr | Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests |
title_full_unstemmed | Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests |
title_short | Optimization of pulmonary emphysema quantification on CT scans of COPD patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests |
title_sort | optimization of pulmonary emphysema quantification on ct scans of copd patients using hybrid iterative and post processing techniques: correlation with pulmonary function tests |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6779684/ https://www.ncbi.nlm.nih.gov/pubmed/31591646 http://dx.doi.org/10.1186/s13244-019-0776-9 |
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