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Estimation of passive and active properties in the human heart using 3D tagged MRI

Authors :
Reza Razavi
Gerald Carr-White
Radomir Chabiniok
Philip Chowienczyk
Devis Peresutti
Eva Sammut
Andrew P. King
David Nordsletten
Myrianthi Hadjicharalambous
Jack Lee
Nicolas P. Smith
Liya Asner
James Wong
Imaging Sciences and Biomedical Engineering Division [London]
Guy's and St Thomas' Hospital [London]-King‘s College London
Mathematical and Mechanical Modeling with Data Interaction in Simulations for Medicine (M3DISIM)
Laboratoire de mécanique des solides (LMS)
École polytechnique (X)-MINES ParisTech - École nationale supérieure des mines de Paris
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-MINES ParisTech - École nationale supérieure des mines de Paris
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
Department of cardiology [Guy's and St. Thomas ' hospitals] [London]
Guy's and St Thomas' Hospital [London]-Guy's Hospital [London]
Department of Clinical Pharmacology [London]
Faculty of Engineering [Auckland]
University of Auckland [Auckland]
École polytechnique (X)-Mines Paris - PSL (École nationale supérieure des mines de Paris)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Mines Paris - PSL (École nationale supérieure des mines de Paris)
Source :
Asner, L, Hadjicharalambous, M, Chabiniok, R, Peresutti, D, Sammut, E, Wong, J, Carr-White, G, Chowienczyk, P, Lee, J, King, A, Smith, N, Razavi, R & Nordsletten, D 2015, ' Estimation of passive and active properties in the human heart using 3D tagged MRI ', Biomechanics and Modeling in Mechanobiology . https://doi.org/10.1007/s10237-015-0748-z, Biomechanics and Modeling in Mechanobiology, Biomechanics and Modeling in Mechanobiology, Springer Verlag, 2016, 15 (5), pp.1121-1139. ⟨10.1007/s10237-015-0748-z⟩, Biomechanics and Modeling in Mechanobiology, 2016, 15 (5), pp.1121-1139. ⟨10.1007/s10237-015-0748-z⟩, Asner, L, Hadjicharalambous, M, Chabiniok, R, Peresutti, D, Sammut, E, Wong, J, Carr-White, G, Chowienczyk, P, Lee, J, King, A, Smith, N, Razavi, R & Nordsletten, D 2016, ' Estimation of passive and active properties in the human heart using 3D tagged MRI ', Biomechanics and Modeling in Mechanobiology, vol. 15, no. 5, pp. 1121-1139 . https://doi.org/10.1007/s10237-015-0748-z
Publication Year :
2015

Abstract

International audience; Advances in medical imaging and image processing are paving the way for personalised cardiac biomechani-cal modelling. Models provide the capacity to relate kinematics to dynamics and—through patient-specific modelling— derived material parameters to underlying cardiac muscle pathologies. However, for clinical utility to be achieved, model-based analyses mandate robust model selection and parameterisation. In this paper, we introduce a patient-specific biomechanical model for the left ventricle aiming to balance model fidelity with parameter identifiability. Using non-invasive data and common clinical surrogates, we illustrate unique identifiability of passive and active parameters over the full cardiac cycle. Identifiability and accuracy of the estimates in the presence of controlled noise are verified with a number of in silico datasets. Unique parametrisation is then obtained for three datasets acquired in vivo. The model predictions show good agreement with the data extracted from the images providing a pipeline for personalised biomechan-ical analysis.

Details

Language :
English
ISSN :
16177959 and 16177940
Database :
OpenAIRE
Journal :
Asner, L, Hadjicharalambous, M, Chabiniok, R, Peresutti, D, Sammut, E, Wong, J, Carr-White, G, Chowienczyk, P, Lee, J, King, A, Smith, N, Razavi, R & Nordsletten, D 2015, ' Estimation of passive and active properties in the human heart using 3D tagged MRI ', Biomechanics and Modeling in Mechanobiology . https://doi.org/10.1007/s10237-015-0748-z, Biomechanics and Modeling in Mechanobiology, Biomechanics and Modeling in Mechanobiology, Springer Verlag, 2016, 15 (5), pp.1121-1139. ⟨10.1007/s10237-015-0748-z⟩, Biomechanics and Modeling in Mechanobiology, 2016, 15 (5), pp.1121-1139. ⟨10.1007/s10237-015-0748-z⟩, Asner, L, Hadjicharalambous, M, Chabiniok, R, Peresutti, D, Sammut, E, Wong, J, Carr-White, G, Chowienczyk, P, Lee, J, King, A, Smith, N, Razavi, R & Nordsletten, D 2016, ' Estimation of passive and active properties in the human heart using 3D tagged MRI ', Biomechanics and Modeling in Mechanobiology, vol. 15, no. 5, pp. 1121-1139 . https://doi.org/10.1007/s10237-015-0748-z
Accession number :
edsair.doi.dedup.....c4536d184e404cb694dd5433873b01e0
Full Text :
https://doi.org/10.1007/s10237-015-0748-z