Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model

R. Chabiniok; P. Moireau; P. F. Lesault; A. Rahmouni; J. F. Deux; D. Chapelle

doi:10.1007/978-3-642-21028-0_38

Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model

R. Chabiniok
, P. Moireau
, P. F. Lesault
, A. Rahmouni
, J. F. Deux
, D. Chapelle

INRIA Institut National de Recherche en Informatique et en Automatique
Hôpital Henri Mondor

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

Résumé

In this paper we apply specific data assimilation methods in order to estimate regional contractility parameters in a biomechanical heart model, using as measurements real Cine MR images obtained in an animal experiment. We assess the effectiveness of this estimation based on independent knowledge of the controlled infarcted condition, and on late enhancement images. Moreover, we show that the estimated contractility values can improve the model behavior in itself, and that they can serve as an indicator of the local heart function, namely, to assist medical diagnosis for the post-infarct detection of hypokinetic or akinetic regions in the myocardial tissue.

langue originale	Anglais
titre	Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings
Pages	304-312
Nombre de pages	9
Les DOIs	https://doi.org/10.1007/978-3-642-21028-0_38
état	Publié - 2 juin 2011
Evénement	6th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2011 - New York City, NY, États-Unis Durée: 25 mai 2011 → 27 mai 2011

Série de publications

Nom	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6666 LNCS
ISSN (imprimé)	0302-9743
ISSN (Electronique)	1611-3349

Une conférence

Une conférence	6th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2011
Pays/Territoire	États-Unis
La ville	New York City, NY
période	25/05/11 → 27/05/11

Accès au document

10.1007/978-3-642-21028-0_38

Contient cette citation

Chabiniok, R., Moireau, P., Lesault, P. F., Rahmouni, A., Deux, J. F., & Chapelle, D. (2011). Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model. Dans Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings (p. 304-312). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol 6666 LNCS). https://doi.org/10.1007/978-3-642-21028-0_38

Chabiniok, R. ; Moireau, P. ; Lesault, P. F. et al. / Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model. Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings. 2011. p. 304-312 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{cd174dd5b02a429d8342241b3d0acf5e,

title = "Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model",

abstract = "In this paper we apply specific data assimilation methods in order to estimate regional contractility parameters in a biomechanical heart model, using as measurements real Cine MR images obtained in an animal experiment. We assess the effectiveness of this estimation based on independent knowledge of the controlled infarcted condition, and on late enhancement images. Moreover, we show that the estimated contractility values can improve the model behavior in itself, and that they can serve as an indicator of the local heart function, namely, to assist medical diagnosis for the post-infarct detection of hypokinetic or akinetic regions in the myocardial tissue.",

author = "R. Chabiniok and P. Moireau and Lesault, \{P. F.\} and A. Rahmouni and Deux, \{J. F.\} and D. Chapelle",

year = "2011",

month = jun,

day = "2",

doi = "10.1007/978-3-642-21028-0\_38",

language = "English",

isbn = "9783642210273",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "304--312",

booktitle = "Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings",

note = "6th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2011 ; Conference date: 25-05-2011 Through 27-05-2011",

}

Chabiniok, R, Moireau, P, Lesault, PF, Rahmouni, A, Deux, JF & Chapelle, D 2011, Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model. Dans Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOL. 6666 LNCS, p. 304-312, 6th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2011, New York City, NY, États-Unis, 25/05/11. https://doi.org/10.1007/978-3-642-21028-0_38

Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model. / Chabiniok, R.; Moireau, P.; Lesault, P. F. et al.
Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings. 2011. p. 304-312 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol 6666 LNCS).

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

TY - GEN

T1 - Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model

AU - Chabiniok, R.

AU - Moireau, P.

AU - Lesault, P. F.

AU - Rahmouni, A.

AU - Deux, J. F.

AU - Chapelle, D.

PY - 2011/6/2

Y1 - 2011/6/2

N2 - In this paper we apply specific data assimilation methods in order to estimate regional contractility parameters in a biomechanical heart model, using as measurements real Cine MR images obtained in an animal experiment. We assess the effectiveness of this estimation based on independent knowledge of the controlled infarcted condition, and on late enhancement images. Moreover, we show that the estimated contractility values can improve the model behavior in itself, and that they can serve as an indicator of the local heart function, namely, to assist medical diagnosis for the post-infarct detection of hypokinetic or akinetic regions in the myocardial tissue.

AB - In this paper we apply specific data assimilation methods in order to estimate regional contractility parameters in a biomechanical heart model, using as measurements real Cine MR images obtained in an animal experiment. We assess the effectiveness of this estimation based on independent knowledge of the controlled infarcted condition, and on late enhancement images. Moreover, we show that the estimated contractility values can improve the model behavior in itself, and that they can serve as an indicator of the local heart function, namely, to assist medical diagnosis for the post-infarct detection of hypokinetic or akinetic regions in the myocardial tissue.

U2 - 10.1007/978-3-642-21028-0_38

DO - 10.1007/978-3-642-21028-0_38

M3 - Conference contribution

AN - SCOPUS:79957628843

SN - 9783642210273

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 304

EP - 312

BT - Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings

T2 - 6th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2011

Y2 - 25 May 2011 through 27 May 2011

ER -

Chabiniok R, Moireau P, Lesault PF, Rahmouni A, Deux JF, Chapelle D. Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model. Dans Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings. 2011. p. 304-312. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-21028-0_38

Trials on tissue contractility estimation from cardiac cine MRI using a biomechanical heart model

Résumé

Série de publications

Une conférence

Accès au document

Empreinte digitale

Contient cette citation