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Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis

We propose a pipeline to acquire a scalar tapering measurement from the carina to the most distal point of an individual airway visible on computed tomography (CT). We show the applicability of using tapering measurements on clinically acquired data by quantifying the reproducibility of the tapering...

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Autores principales: Quan, Kin, Tanno, Ryutaro, Shipley, Rebecca J., Brown, Jeremy S., Jacob, Joseph, Hurst, John R., Hawkes, David J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6745534/
https://www.ncbi.nlm.nih.gov/pubmed/31548977
http://dx.doi.org/10.1117/1.JMI.6.3.034003
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author Quan, Kin
Tanno, Ryutaro
Shipley, Rebecca J.
Brown, Jeremy S.
Jacob, Joseph
Hurst, John R.
Hawkes, David J.
author_facet Quan, Kin
Tanno, Ryutaro
Shipley, Rebecca J.
Brown, Jeremy S.
Jacob, Joseph
Hurst, John R.
Hawkes, David J.
author_sort Quan, Kin
collection PubMed
description We propose a pipeline to acquire a scalar tapering measurement from the carina to the most distal point of an individual airway visible on computed tomography (CT). We show the applicability of using tapering measurements on clinically acquired data by quantifying the reproducibility of the tapering measure. We generate a spline from the centerline of an airway to measure the area and arclength at contiguous intervals. The tapering measurement is the gradient of the linear regression between area in log space and arclength. The reproducibility of the measure was assessed by analyzing different radiation doses, voxel sizes, and reconstruction kernel on single timepoint and longitudinal CT scans and by evaluating the effect of airway bifurcations. Using 74 airways from 10 CT scans, we show a statistical difference, [Formula: see text] , in tapering between healthy airways ([Formula: see text]) and those affected by bronchiectasis ([Formula: see text]). The difference between the mean of the two populations is [Formula: see text] , and the difference between the medians of the two populations was [Formula: see text]. The tapering measurement retained a 95% confidence interval of [Formula: see text] in a simulated 25 mAs scan and retained a 95% confidence of [Formula: see text] on simulated CTs up to 1.5 times the original voxel size. We have established an estimate of the precision of the tapering measurement and estimated the effect on precision of the simulated voxel size and CT scan dose. We recommend that the scanner calibration be undertaken with the phantoms as described, on the specific CT scanner, radiation dose, and reconstruction algorithm that are to be used in any quantitative studies.
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spelling pubmed-67455342020-09-16 Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis Quan, Kin Tanno, Ryutaro Shipley, Rebecca J. Brown, Jeremy S. Jacob, Joseph Hurst, John R. Hawkes, David J. J Med Imaging (Bellingham) Image Processing We propose a pipeline to acquire a scalar tapering measurement from the carina to the most distal point of an individual airway visible on computed tomography (CT). We show the applicability of using tapering measurements on clinically acquired data by quantifying the reproducibility of the tapering measure. We generate a spline from the centerline of an airway to measure the area and arclength at contiguous intervals. The tapering measurement is the gradient of the linear regression between area in log space and arclength. The reproducibility of the measure was assessed by analyzing different radiation doses, voxel sizes, and reconstruction kernel on single timepoint and longitudinal CT scans and by evaluating the effect of airway bifurcations. Using 74 airways from 10 CT scans, we show a statistical difference, [Formula: see text] , in tapering between healthy airways ([Formula: see text]) and those affected by bronchiectasis ([Formula: see text]). The difference between the mean of the two populations is [Formula: see text] , and the difference between the medians of the two populations was [Formula: see text]. The tapering measurement retained a 95% confidence interval of [Formula: see text] in a simulated 25 mAs scan and retained a 95% confidence of [Formula: see text] on simulated CTs up to 1.5 times the original voxel size. We have established an estimate of the precision of the tapering measurement and estimated the effect on precision of the simulated voxel size and CT scan dose. We recommend that the scanner calibration be undertaken with the phantoms as described, on the specific CT scanner, radiation dose, and reconstruction algorithm that are to be used in any quantitative studies. Society of Photo-Optical Instrumentation Engineers 2019-09-16 2019-07 /pmc/articles/PMC6745534/ /pubmed/31548977 http://dx.doi.org/10.1117/1.JMI.6.3.034003 Text en © The Authors. Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Image Processing
Quan, Kin
Tanno, Ryutaro
Shipley, Rebecca J.
Brown, Jeremy S.
Jacob, Joseph
Hurst, John R.
Hawkes, David J.
Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
title Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
title_full Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
title_fullStr Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
title_full_unstemmed Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
title_short Reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
title_sort reproducibility of an airway tapering measurement in computed tomography with application to bronchiectasis
topic Image Processing
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6745534/
https://www.ncbi.nlm.nih.gov/pubmed/31548977
http://dx.doi.org/10.1117/1.JMI.6.3.034003
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