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Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS
Chronic obstructive pulmonary disease (COPD) is an umbrella term used to define a collection of inflammatory lung diseases that cause airflow obstruction and severe damage to the lung parenchyma. This study investigated the robustness of image-registration-based local biomechanical properties of the...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693030/ https://www.ncbi.nlm.nih.gov/pubmed/36422058 http://dx.doi.org/10.3390/jimaging8110309 |
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author | Pan, Yue Wang, Di Chaudhary, Muhammad F. A. Shao, Wei Gerard, Sarah E. Durumeric, Oguz C. Bhatt, Surya P. Barr, R. Graham Hoffman, Eric A. Reinhardt, Joseph M. Christensen, Gary E. |
author_facet | Pan, Yue Wang, Di Chaudhary, Muhammad F. A. Shao, Wei Gerard, Sarah E. Durumeric, Oguz C. Bhatt, Surya P. Barr, R. Graham Hoffman, Eric A. Reinhardt, Joseph M. Christensen, Gary E. |
author_sort | Pan, Yue |
collection | PubMed |
description | Chronic obstructive pulmonary disease (COPD) is an umbrella term used to define a collection of inflammatory lung diseases that cause airflow obstruction and severe damage to the lung parenchyma. This study investigated the robustness of image-registration-based local biomechanical properties of the lung in individuals with COPD as a function of Global Initiative for Chronic Obstructive Lung Disease (GOLD) stage. Image registration was used to estimate the pointwise correspondences between the inspiration (total lung capacity) and expiration (residual volume) computed tomography (CT) images of the lung for each subject. In total, three biomechanical measures were computed from the correspondence map: the Jacobian determinant; the anisotropic deformation index (ADI); and the slab-rod index (SRI). CT scans from 245 subjects with varying GOLD stages were analyzed from the SubPopulations and InteRmediate Outcome Measures In COPD Study (SPIROMICS). Results show monotonic increasing or decreasing trends in the three biomechanical measures as a function of GOLD stage for the entire lung and on a lobe-by-lobe basis. Furthermore, these trends held across all five image registration algorithms. The consistency of the five image registration algorithms on a per individual basis is shown using Bland–Altman plots. |
format | Online Article Text |
id | pubmed-9693030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96930302022-11-26 Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS Pan, Yue Wang, Di Chaudhary, Muhammad F. A. Shao, Wei Gerard, Sarah E. Durumeric, Oguz C. Bhatt, Surya P. Barr, R. Graham Hoffman, Eric A. Reinhardt, Joseph M. Christensen, Gary E. J Imaging Article Chronic obstructive pulmonary disease (COPD) is an umbrella term used to define a collection of inflammatory lung diseases that cause airflow obstruction and severe damage to the lung parenchyma. This study investigated the robustness of image-registration-based local biomechanical properties of the lung in individuals with COPD as a function of Global Initiative for Chronic Obstructive Lung Disease (GOLD) stage. Image registration was used to estimate the pointwise correspondences between the inspiration (total lung capacity) and expiration (residual volume) computed tomography (CT) images of the lung for each subject. In total, three biomechanical measures were computed from the correspondence map: the Jacobian determinant; the anisotropic deformation index (ADI); and the slab-rod index (SRI). CT scans from 245 subjects with varying GOLD stages were analyzed from the SubPopulations and InteRmediate Outcome Measures In COPD Study (SPIROMICS). Results show monotonic increasing or decreasing trends in the three biomechanical measures as a function of GOLD stage for the entire lung and on a lobe-by-lobe basis. Furthermore, these trends held across all five image registration algorithms. The consistency of the five image registration algorithms on a per individual basis is shown using Bland–Altman plots. MDPI 2022-11-16 /pmc/articles/PMC9693030/ /pubmed/36422058 http://dx.doi.org/10.3390/jimaging8110309 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pan, Yue Wang, Di Chaudhary, Muhammad F. A. Shao, Wei Gerard, Sarah E. Durumeric, Oguz C. Bhatt, Surya P. Barr, R. Graham Hoffman, Eric A. Reinhardt, Joseph M. Christensen, Gary E. Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS |
title | Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS |
title_full | Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS |
title_fullStr | Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS |
title_full_unstemmed | Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS |
title_short | Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS |
title_sort | robust measures of image-registration-derived lung biomechanics in spiromics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693030/ https://www.ncbi.nlm.nih.gov/pubmed/36422058 http://dx.doi.org/10.3390/jimaging8110309 |
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