Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: de Boer, E., Nijholt, I. M., Jansen, S., Edens, M. A., Walen, S., van den Berg, J. W. K., Boomsma, M. F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
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
_version_ 1783456945433214976
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
work_keys_str_mv AT deboere optimizationofpulmonaryemphysemaquantificationonctscansofcopdpatientsusinghybriditerativeandpostprocessingtechniquescorrelationwithpulmonaryfunctiontests
AT nijholtim optimizationofpulmonaryemphysemaquantificationonctscansofcopdpatientsusinghybriditerativeandpostprocessingtechniquescorrelationwithpulmonaryfunctiontests
AT jansens optimizationofpulmonaryemphysemaquantificationonctscansofcopdpatientsusinghybriditerativeandpostprocessingtechniquescorrelationwithpulmonaryfunctiontests
AT edensma optimizationofpulmonaryemphysemaquantificationonctscansofcopdpatientsusinghybriditerativeandpostprocessingtechniquescorrelationwithpulmonaryfunctiontests
AT walens optimizationofpulmonaryemphysemaquantificationonctscansofcopdpatientsusinghybriditerativeandpostprocessingtechniquescorrelationwithpulmonaryfunctiontests
AT vandenbergjwk optimizationofpulmonaryemphysemaquantificationonctscansofcopdpatientsusinghybriditerativeandpostprocessingtechniquescorrelationwithpulmonaryfunctiontests
AT boomsmamf optimizationofpulmonaryemphysemaquantificationonctscansofcopdpatientsusinghybriditerativeandpostprocessingtechniquescorrelationwithpulmonaryfunctiontests