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Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling

Computational models of cardiac electromechanics (EM) are increasingly being applied to clinical problems, with patient-specific models being generated from high fidelity imaging and used to simulate patient physiology, pathophysiology and response to treatment. Current structured meshes are limited...

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Autores principales: Crozier, A., Augustin, C. M., Neic, A., Prassl, A. J., Holler, M., Fastl, T. E., Hennemuth, A., Bredies, K., Kuehne, T., Bishop, M. J., Niederer, S. A., Plank, G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4690840/
https://www.ncbi.nlm.nih.gov/pubmed/26424476
http://dx.doi.org/10.1007/s10439-015-1474-5
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author Crozier, A.
Augustin, C. M.
Neic, A.
Prassl, A. J.
Holler, M.
Fastl, T. E.
Hennemuth, A.
Bredies, K.
Kuehne, T.
Bishop, M. J.
Niederer, S. A.
Plank, G.
author_facet Crozier, A.
Augustin, C. M.
Neic, A.
Prassl, A. J.
Holler, M.
Fastl, T. E.
Hennemuth, A.
Bredies, K.
Kuehne, T.
Bishop, M. J.
Niederer, S. A.
Plank, G.
author_sort Crozier, A.
collection PubMed
description Computational models of cardiac electromechanics (EM) are increasingly being applied to clinical problems, with patient-specific models being generated from high fidelity imaging and used to simulate patient physiology, pathophysiology and response to treatment. Current structured meshes are limited in their ability to fully represent the detailed anatomical data available from clinical images and capture complex and varied anatomy with limited geometric accuracy. In this paper, we review the state of the art in image-based personalization of cardiac anatomy for biophysically detailed, strongly coupled EM modeling, and present our own tools for the automatic building of anatomically and structurally accurate patient-specific models. Our method relies on using high resolution unstructured meshes for discretizing both physics, electrophysiology and mechanics, in combination with efficient, strongly scalable solvers necessary to deal with the computational load imposed by the large number of degrees of freedom of these meshes. These tools permit automated anatomical model generation and strongly coupled EM simulations at an unprecedented level of anatomical and biophysical detail.
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spelling pubmed-46908402015-12-31 Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling Crozier, A. Augustin, C. M. Neic, A. Prassl, A. J. Holler, M. Fastl, T. E. Hennemuth, A. Bredies, K. Kuehne, T. Bishop, M. J. Niederer, S. A. Plank, G. Ann Biomed Eng Computational Biomechanics for Patient-Specific Applications Computational models of cardiac electromechanics (EM) are increasingly being applied to clinical problems, with patient-specific models being generated from high fidelity imaging and used to simulate patient physiology, pathophysiology and response to treatment. Current structured meshes are limited in their ability to fully represent the detailed anatomical data available from clinical images and capture complex and varied anatomy with limited geometric accuracy. In this paper, we review the state of the art in image-based personalization of cardiac anatomy for biophysically detailed, strongly coupled EM modeling, and present our own tools for the automatic building of anatomically and structurally accurate patient-specific models. Our method relies on using high resolution unstructured meshes for discretizing both physics, electrophysiology and mechanics, in combination with efficient, strongly scalable solvers necessary to deal with the computational load imposed by the large number of degrees of freedom of these meshes. These tools permit automated anatomical model generation and strongly coupled EM simulations at an unprecedented level of anatomical and biophysical detail. Springer US 2015-09-30 2016 /pmc/articles/PMC4690840/ /pubmed/26424476 http://dx.doi.org/10.1007/s10439-015-1474-5 Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Computational Biomechanics for Patient-Specific Applications
Crozier, A.
Augustin, C. M.
Neic, A.
Prassl, A. J.
Holler, M.
Fastl, T. E.
Hennemuth, A.
Bredies, K.
Kuehne, T.
Bishop, M. J.
Niederer, S. A.
Plank, G.
Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling
title Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling
title_full Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling
title_fullStr Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling
title_full_unstemmed Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling
title_short Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling
title_sort image-based personalization of cardiac anatomy for coupled electromechanical modeling
topic Computational Biomechanics for Patient-Specific Applications
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4690840/
https://www.ncbi.nlm.nih.gov/pubmed/26424476
http://dx.doi.org/10.1007/s10439-015-1474-5
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