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

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

1 Scopus citations

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 demonstrate model validation based on experiments performed with papillary muscles, and calibration using patient-specific pressure-volume loops.

Original language	English (US)
Title of host publication	Functional Imaging and Modeling of the Heart - 7th International Conference, FIMH 2013, Proceedings
Pages	259-267
Number of pages	9
DOIs	https://doi.org/10.1007/978-3-642-38899-6_31
State	Published - 2013
Externally published	Yes
Event	7th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2013 - London, United Kingdom Duration: Jun 20 2013 → Jun 22 2013

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7945 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	7th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2013
Country/Territory	United Kingdom
City	London
Period	6/20/13 → 6/22/13

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

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 Functional Imaging and Modeling of the Heart - 7th International Conference, FIMH 2013, Proceedings (pp. 259-267). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7945 LNCS). 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 - 7th International Conference, FIMH 2013, Proceedings. 2013. p. 259-267 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7945 LNCS).

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

Caruel, M, Chabiniok, R, Moireau, P, Lecarpentier, Y & Chapelle, D 2013, Dimensional reduction of cardiac models for effective validation and calibration. in Functional Imaging and Modeling of the Heart - 7th International Conference, FIMH 2013, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7945 LNCS, pp. 259-267, 7th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2013, London, United Kingdom, 6/20/13. https://doi.org/10.1007/978-3-642-38899-6_31

Caruel M, Chabiniok R, Moireau P, Lecarpentier Y, Chapelle D. Dimensional reduction of cardiac models for effective validation and calibration. In Functional Imaging and Modeling of the Heart - 7th International Conference, FIMH 2013, Proceedings. 2013. p. 259-267. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 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 - 7th International Conference, FIMH 2013, Proceedings. 2013. pp. 259-267 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Dimensional reduction of cardiac models for effective validation and calibration

Abstract

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