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Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques

PURPOSE: Recent studies have noted a degree of variance between the geometries segmented by different groups from 3D medical images that are used in computational fluid dynamics (CFD) simulations of patient-specific cardiovascular systems. The aim of this study was to determine if the applied sequen...

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Autores principales: MacDonald, C. J., Hellmuth, R., Priba, L., Murphy, E., Gandy, S., Matthew, S., Ross, R., Houston, J. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7385008/
https://www.ncbi.nlm.nih.gov/pubmed/32613600
http://dx.doi.org/10.1007/s13239-020-00473-z
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author MacDonald, C. J.
Hellmuth, R.
Priba, L.
Murphy, E.
Gandy, S.
Matthew, S.
Ross, R.
Houston, J. G.
author_facet MacDonald, C. J.
Hellmuth, R.
Priba, L.
Murphy, E.
Gandy, S.
Matthew, S.
Ross, R.
Houston, J. G.
author_sort MacDonald, C. J.
collection PubMed
description PURPOSE: Recent studies have noted a degree of variance between the geometries segmented by different groups from 3D medical images that are used in computational fluid dynamics (CFD) simulations of patient-specific cardiovascular systems. The aim of this study was to determine if the applied sequence of magnetic resonance imaging (MRI) also introduced observable variance in CFD results. METHODS: Using a series of phantoms MR images of vessels of known diameter were assessed for the time-of-flight and multi-echo data image combination sequences. Following this, patient images of arterio-venous fistulas were acquired using the same sequences. Comparisons of geometry were made using the phantom and patient images, and of wall shear stress quantities using the CFD results from the patient images. RESULTS: Phantom images showed deviations in diameter between 0 and 15% between the sequences, depending on vessel diameter. Patient images showed different geometrical features such as narrowings that were not present on both sequences. Distributions of wall shear stress (WSS) quantities differed from simulations between the geometries obtained from the sequences. CONCLUSION: In conclusion, choosing different MRI sequences resulted in slightly different geometries of the same anatomy, which led to compounded errors in WSS quantities from CFD simulation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s13239-020-00473-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-73850082020-08-11 Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques MacDonald, C. J. Hellmuth, R. Priba, L. Murphy, E. Gandy, S. Matthew, S. Ross, R. Houston, J. G. Cardiovasc Eng Technol Original Article PURPOSE: Recent studies have noted a degree of variance between the geometries segmented by different groups from 3D medical images that are used in computational fluid dynamics (CFD) simulations of patient-specific cardiovascular systems. The aim of this study was to determine if the applied sequence of magnetic resonance imaging (MRI) also introduced observable variance in CFD results. METHODS: Using a series of phantoms MR images of vessels of known diameter were assessed for the time-of-flight and multi-echo data image combination sequences. Following this, patient images of arterio-venous fistulas were acquired using the same sequences. Comparisons of geometry were made using the phantom and patient images, and of wall shear stress quantities using the CFD results from the patient images. RESULTS: Phantom images showed deviations in diameter between 0 and 15% between the sequences, depending on vessel diameter. Patient images showed different geometrical features such as narrowings that were not present on both sequences. Distributions of wall shear stress (WSS) quantities differed from simulations between the geometries obtained from the sequences. CONCLUSION: In conclusion, choosing different MRI sequences resulted in slightly different geometries of the same anatomy, which led to compounded errors in WSS quantities from CFD simulation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s13239-020-00473-z) contains supplementary material, which is available to authorized users. Springer International Publishing 2020-07-01 2020 /pmc/articles/PMC7385008/ /pubmed/32613600 http://dx.doi.org/10.1007/s13239-020-00473-z Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Original Article
MacDonald, C. J.
Hellmuth, R.
Priba, L.
Murphy, E.
Gandy, S.
Matthew, S.
Ross, R.
Houston, J. G.
Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques
title Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques
title_full Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques
title_fullStr Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques
title_full_unstemmed Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques
title_short Experimental Assessment of Two Non-Contrast MRI Sequences Used for Computational Fluid Dynamics: Investigation of Consistency Between Techniques
title_sort experimental assessment of two non-contrast mri sequences used for computational fluid dynamics: investigation of consistency between techniques
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7385008/
https://www.ncbi.nlm.nih.gov/pubmed/32613600
http://dx.doi.org/10.1007/s13239-020-00473-z
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