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Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers

BACKGROUND: Hemodynamic aorta parameters can be derived from 4D flow MRI, but this requires lumen segmentation. In both commercially available and research 4D flow MRI software tools, lumen segmentation is mostly (semi‐)automatically performed and subsequently manually improved by an observer. Since...

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Autores principales: Juffermans, Joe F., Westenberg, Jos J.M., van den Boogaard, Pieter J., Roest, Arno A.W., van Assen, Hans C., van der Palen, Roel L.F., Lamb, Hildo J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7984392/
https://www.ncbi.nlm.nih.gov/pubmed/33179389
http://dx.doi.org/10.1002/jmri.27431
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author Juffermans, Joe F.
Westenberg, Jos J.M.
van den Boogaard, Pieter J.
Roest, Arno A.W.
van Assen, Hans C.
van der Palen, Roel L.F.
Lamb, Hildo J.
author_facet Juffermans, Joe F.
Westenberg, Jos J.M.
van den Boogaard, Pieter J.
Roest, Arno A.W.
van Assen, Hans C.
van der Palen, Roel L.F.
Lamb, Hildo J.
author_sort Juffermans, Joe F.
collection PubMed
description BACKGROUND: Hemodynamic aorta parameters can be derived from 4D flow MRI, but this requires lumen segmentation. In both commercially available and research 4D flow MRI software tools, lumen segmentation is mostly (semi‐)automatically performed and subsequently manually improved by an observer. Since the segmentation variability, together with 4D flow MRI data and image processing algorithms, will contribute to the reproducibility of patient‐specific flow properties, the observer's lumen segmentation reproducibility and repeatability needs to be assessed. PURPOSE: To determine the interexamination, interobserver reproducibility, and intraobserver repeatability of aortic lumen segmentation on 4D flow MRI. STUDY TYPE: Prospective and retrospective. POPULATION: A healthy volunteer cohort of 10 subjects who underwent 4D flow MRI twice. Also, a clinical cohort of six subjects who underwent 4D flow MRI once. FIELD STRENGTH/SEQUENCE: 3T; time‐resolved three‐directional and 3D velocity‐encoded sequence (4D flow MRI). ASSESSMENT: The thoracic aorta was segmented on the 4D flow MRI in five systolic phases. By positioning six planes perpendicular to a segmentation's centerline, the aorta was divided into five segments. The volume, surface area, centerline length, maximal diameter, and curvature radius were determined for each segment. STATISTICAL TESTS: To assess the reproducibility, the coefficient of variation (COV), Pearson correlation coefficient (r), and intraclass correlation coefficient (ICC) were calculated. RESULTS: The interexamination and interobserver reproducibility and intraobserver repeatability were comparable for each parameter. For both cohorts there was very good reproducibility and repeatability for volume, surface area, and centerline length (COV = 10–32%, r = 0.54–0.95 and ICC = 0.65–0.99), excellent reproducibility and repeatability for maximal diameter (COV = 3–11%, r = 0.94–0.99, ICC = 0.94–0.99), and good reproducibility and repeatability for curvature radius (COV = 25–62%, r = 0.73–0.95, ICC = 0.84–0.97). DATA CONCLUSION: This study demonstrated no major reproducibility and repeatability limitations for 4D flow MRI aortic lumen segmentation. LEVEL OF EVIDENCE: 3 TECHNICAL EFFICACY STAGE: 2
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spelling pubmed-79843922021-03-25 Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers Juffermans, Joe F. Westenberg, Jos J.M. van den Boogaard, Pieter J. Roest, Arno A.W. van Assen, Hans C. van der Palen, Roel L.F. Lamb, Hildo J. J Magn Reson Imaging Original Research BACKGROUND: Hemodynamic aorta parameters can be derived from 4D flow MRI, but this requires lumen segmentation. In both commercially available and research 4D flow MRI software tools, lumen segmentation is mostly (semi‐)automatically performed and subsequently manually improved by an observer. Since the segmentation variability, together with 4D flow MRI data and image processing algorithms, will contribute to the reproducibility of patient‐specific flow properties, the observer's lumen segmentation reproducibility and repeatability needs to be assessed. PURPOSE: To determine the interexamination, interobserver reproducibility, and intraobserver repeatability of aortic lumen segmentation on 4D flow MRI. STUDY TYPE: Prospective and retrospective. POPULATION: A healthy volunteer cohort of 10 subjects who underwent 4D flow MRI twice. Also, a clinical cohort of six subjects who underwent 4D flow MRI once. FIELD STRENGTH/SEQUENCE: 3T; time‐resolved three‐directional and 3D velocity‐encoded sequence (4D flow MRI). ASSESSMENT: The thoracic aorta was segmented on the 4D flow MRI in five systolic phases. By positioning six planes perpendicular to a segmentation's centerline, the aorta was divided into five segments. The volume, surface area, centerline length, maximal diameter, and curvature radius were determined for each segment. STATISTICAL TESTS: To assess the reproducibility, the coefficient of variation (COV), Pearson correlation coefficient (r), and intraclass correlation coefficient (ICC) were calculated. RESULTS: The interexamination and interobserver reproducibility and intraobserver repeatability were comparable for each parameter. For both cohorts there was very good reproducibility and repeatability for volume, surface area, and centerline length (COV = 10–32%, r = 0.54–0.95 and ICC = 0.65–0.99), excellent reproducibility and repeatability for maximal diameter (COV = 3–11%, r = 0.94–0.99, ICC = 0.94–0.99), and good reproducibility and repeatability for curvature radius (COV = 25–62%, r = 0.73–0.95, ICC = 0.84–0.97). DATA CONCLUSION: This study demonstrated no major reproducibility and repeatability limitations for 4D flow MRI aortic lumen segmentation. LEVEL OF EVIDENCE: 3 TECHNICAL EFFICACY STAGE: 2 John Wiley & Sons, Inc. 2020-11-11 2021-04 /pmc/articles/PMC7984392/ /pubmed/33179389 http://dx.doi.org/10.1002/jmri.27431 Text en © 2020 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals LLC. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Juffermans, Joe F.
Westenberg, Jos J.M.
van den Boogaard, Pieter J.
Roest, Arno A.W.
van Assen, Hans C.
van der Palen, Roel L.F.
Lamb, Hildo J.
Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers
title Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers
title_full Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers
title_fullStr Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers
title_full_unstemmed Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers
title_short Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers
title_sort reproducibility of aorta segmentation on 4d flow mri in healthy volunteers
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7984392/
https://www.ncbi.nlm.nih.gov/pubmed/33179389
http://dx.doi.org/10.1002/jmri.27431
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