Dimensional Reduction of Cardiac Models for Effective Validation and Calibration

Matthieu Caruel; Radomir Chabiniok; Philippe Moireau; Yves Lecarpentier; Dominique Chapelle

doi:10.1007/978-3-642-38899-6_31

Dimensional Reduction of Cardiac Models for Effective Validation and Calibration

Matthieu Caruel, Radomir Chabiniok, Philippe Moireau, Yves Lecarpentier, Dominique Chapelle

Biomedical Engineering Department

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

1 Citation (Scopus)

Abstract

Complex 3D beating heart models are now available, but their complexity makes calibration and validation very difficult tasks. We thus propose a systematic approach of deriving simplified reduced- dimensional models, in “0D” – typically, to represent a cardiac cavity, or several coupled cavities – and in “1D” – to model elongated structures such as fibers or myocytes. As illustrations of our approach, we demon- strate model validation based on experiments performed with papillary muscles, and calibration using patient-specific pressure-volume loops.

Original language	English
Title of host publication	Functional Imaging and Modeling of the Heart
Subtitle of host publication	Proceedings of the 7th International Conference, FIMH 2013
Editors	Sebastien Ourselin, Daniel Rueckert, Nicolas Smith
Place of Publication	Berlin
Publisher	Springer Berlin Heidelberg
Pages	259-267
Number of pages	9
Volume	N/A
Edition	N/A
ISBN (Print)	9783642388989
DOIs	https://doi.org/10.1007/978-3-642-38899-6_31
Publication status	Published - 2013

Access to Document

10.1007/978-3-642-38899-6_31

Cite this

Caruel, M., Chabiniok, R., Moireau, P., Lecarpentier, Y., & Chapelle, D. (2013). Dimensional Reduction of Cardiac Models for Effective Validation and Calibration. In S. Ourselin, D. Rueckert, & N. Smith (Eds.), Functional Imaging and Modeling of the Heart: Proceedings of the 7th International Conference, FIMH 2013 (N/A ed., Vol. N/A, pp. 259-267). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-38899-6_31

Caruel, Matthieu ; Chabiniok, Radomir ; Moireau, Philippe et al. / Dimensional Reduction of Cardiac Models for Effective Validation and Calibration. Functional Imaging and Modeling of the Heart: Proceedings of the 7th International Conference, FIMH 2013. editor / Sebastien Ourselin ; Daniel Rueckert ; Nicolas Smith. Vol. N/A N/A. ed. Berlin : Springer Berlin Heidelberg, 2013. pp. 259-267

@inbook{73f2a8f4865d41a387850338913e002b,

title = "Dimensional Reduction of Cardiac Models for Effective Validation and Calibration",

abstract = "Complex 3D beating heart models are now available, but their complexity makes calibration and validation very difficult tasks. We thus propose a systematic approach of deriving simplified reduced- dimensional models, in “0D” – typically, to represent a cardiac cavity, or several coupled cavities – and in “1D” – to model elongated structures such as fibers or myocytes. As illustrations of our approach, we demon- strate model validation based on experiments performed with papillary muscles, and calibration using patient-specific pressure-volume loops.",

author = "Matthieu Caruel and Radomir Chabiniok and Philippe Moireau and Yves Lecarpentier and Dominique Chapelle",

year = "2013",

doi = "10.1007/978-3-642-38899-6_31",

language = "English",

isbn = "9783642388989",

volume = "N/A",

pages = "259--267",

editor = "Sebastien Ourselin and Daniel Rueckert and Nicolas Smith",

booktitle = "Functional Imaging and Modeling of the Heart",

publisher = "Springer Berlin Heidelberg",

edition = "N/A",

}

Caruel, M, Chabiniok, R, Moireau, P, Lecarpentier, Y & Chapelle, D 2013, Dimensional Reduction of Cardiac Models for Effective Validation and Calibration. in S Ourselin, D Rueckert & N Smith (eds), Functional Imaging and Modeling of the Heart: Proceedings of the 7th International Conference, FIMH 2013. N/A edn, vol. N/A, Springer Berlin Heidelberg, Berlin, pp. 259-267. https://doi.org/10.1007/978-3-642-38899-6_31

Dimensional Reduction of Cardiac Models for Effective Validation and Calibration. / Caruel, Matthieu; Chabiniok, Radomir; Moireau, Philippe et al.
Functional Imaging and Modeling of the Heart: Proceedings of the 7th International Conference, FIMH 2013. ed. / Sebastien Ourselin; Daniel Rueckert; Nicolas Smith. Vol. N/A N/A. ed. Berlin: Springer Berlin Heidelberg, 2013. p. 259-267.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

TY - CHAP

T1 - Dimensional Reduction of Cardiac Models for Effective Validation and Calibration

AU - Caruel, Matthieu

AU - Chabiniok, Radomir

AU - Moireau, Philippe

AU - Lecarpentier, Yves

AU - Chapelle, Dominique

PY - 2013

Y1 - 2013

N2 - Complex 3D beating heart models are now available, but their complexity makes calibration and validation very difficult tasks. We thus propose a systematic approach of deriving simplified reduced- dimensional models, in “0D” – typically, to represent a cardiac cavity, or several coupled cavities – and in “1D” – to model elongated structures such as fibers or myocytes. As illustrations of our approach, we demon- strate model validation based on experiments performed with papillary muscles, and calibration using patient-specific pressure-volume loops.

AB - Complex 3D beating heart models are now available, but their complexity makes calibration and validation very difficult tasks. We thus propose a systematic approach of deriving simplified reduced- dimensional models, in “0D” – typically, to represent a cardiac cavity, or several coupled cavities – and in “1D” – to model elongated structures such as fibers or myocytes. As illustrations of our approach, we demon- strate model validation based on experiments performed with papillary muscles, and calibration using patient-specific pressure-volume loops.

U2 - 10.1007/978-3-642-38899-6_31

DO - 10.1007/978-3-642-38899-6_31

M3 - Conference paper

SN - 9783642388989

VL - N/A

SP - 259

EP - 267

BT - Functional Imaging and Modeling of the Heart

A2 - Ourselin, Sebastien

A2 - Rueckert, Daniel

A2 - Smith, Nicolas

PB - Springer Berlin Heidelberg

CY - Berlin

ER -

Caruel M, Chabiniok R, Moireau P, Lecarpentier Y, Chapelle D. Dimensional Reduction of Cardiac Models for Effective Validation and Calibration. In Ourselin S, Rueckert D, Smith N, editors, Functional Imaging and Modeling of the Heart: Proceedings of the 7th International Conference, FIMH 2013. N/A ed. Vol. N/A. Berlin: Springer Berlin Heidelberg. 2013. p. 259-267 doi: 10.1007/978-3-642-38899-6_31

Dimensional Reduction of Cardiac Models for Effective Validation and Calibration

Abstract

Access to Document

Fingerprint

Cite this