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Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS

Authors :
Yue Pan
Di Wang
Muhammad F. A. Chaudhary
Wei Shao
Sarah E. Gerard
Oguz C. Durumeric
Surya P. Bhatt
R. Graham Barr
Eric A. Hoffman
Joseph M. Reinhardt
Gary E. Christensen
Source :
Journal of Imaging, Vol 8, Iss 11, p 309 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

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.

Details

Language :
English
ISSN :
2313433X
Volume :
8
Issue :
11
Database :
Directory of Open Access Journals
Journal :
Journal of Imaging
Publication Type :
Academic Journal
Accession number :
edsdoj.f1a2fe8217447ecaac7b005d064a681
Document Type :
article
Full Text :
https://doi.org/10.3390/jimaging8110309