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Conference papers
Cardiac motion estimation using a proactive deformable model: evaluation and sensitivity analysis
Ken C.L. Wong
1
Florence Billet
2, 1
Tommaso Mansi
1, *
Radomir Chabiniok
3
Maxime Sermesant
1, *
Hervé Delingette
1, *
Nicholas Ayache
1, *
*
Corresponding author
1
ASCLEPIOS - Analysis and Simulation of Biomedical Images
CRISAM - Inria Sophia Antipolis - Méditerranée
2
BIPOP - Modelling, Simulation, Control and Optimization of Non-Smooth Dynamical Systems
Inria Grenoble - Rhône-Alpes, LJK [2007-2015] - Laboratoire Jean Kuntzmann [2007-2015], Grenoble INP [2007-2019] - Institut polytechnique de Grenoble - Grenoble Institute of Technology [2007-2019]
3
MACS - Modeling, analysis and control in computational structural dynamics
Inria Paris-Rocquencourt
Ken C.L. Wong 1
Author
Florence Billet 2, 1
Author
Tommaso Mansi 1
Mail :
Correspondent author
Radomir Chabiniok 3
Mail :
Author Employer institution : Mathematical and Mechanical Modeling with Data Interaction in Simulations for Medicine IdHAL : radomir-chabiniok
Maxime Sermesant 1
Mail :
Correspondent author IdHAL : maxime-sermesant ORCID : https://orcid.org/0000-0002-6256-8350
Hervé Delingette 1
Mail :
Correspondent author IdHAL : herve-delingette
Nicholas Ayache 1
Mail :
Correspondent author
1
ASCLEPIOS - Analysis and Simulation of Biomedical Images (2004 route des lucioles, BP93 06902 Sophia Antipolis Cedex - France)
- CRISAM - Inria Sophia Antipolis - Méditerranée (2004 route des Lucioles BP 93 06902 Sophia Antipolis - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
2
BIPOP - Modelling, Simulation, Control and Optimization of Non-Smooth Dynamical Systems (Inria Grenoble - Rhône-Alpes 655 avenue de l'Europe - Montbonnot 38334 Saint Ismier Cedex - France)
- Inria Grenoble - Rhône-Alpes (Inovallée
655 avenue de l'Europe
38330 Montbonnot - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
- LJK [2007-2015] - Laboratoire Jean Kuntzmann [2007-2015] (Bâtiment IMAG, CS 40700, F-38058 Grenoble Cedex 9 - France)
- UPMF - Université Pierre Mendès France - Grenoble 2 (BP 47 - 38040 Grenoble Cedex 9 - France)
- UJF - Université Joseph Fourier - Grenoble 1 (BP 53 - 38041 Grenoble Cedex 9 - France)
- Grenoble INP [2007-2019] - Institut polytechnique de Grenoble - Grenoble Institute of Technology [2007-2019] (46 avenue Félix Viallet 38031 Grenoble Cedex 1 - France)
- CNRS - Centre National de la Recherche Scientifique : UMR5224 (France)
- Grenoble INP [2007-2019] - Institut polytechnique de Grenoble - Grenoble Institute of Technology [2007-2019] (46 avenue Félix Viallet 38031 Grenoble Cedex 1 - France)
3
MACS - Modeling, analysis and control in computational structural dynamics (France)
- Inria Paris-Rocquencourt (INRIA Rocquencourt : Domaine de Voluceau, Rocquencourt B.P. 105 78153 le Chesnay Cedex - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
Abstract : To regularize cardiac motion recovery from medical images, electromechanical models are increasingly popular for providing a priori physiological motion information. Although these models are macroscopic, there are still many parameters to be specified for accurate and robust recovery. In this paper, we provide a sensitivity analysis of a pro-active electromechanical model-based cardiac motion tracking framework by studying the impacts of its model parameters. Our sensitivity analysis differs from other works by evaluating the motion recovery through a synthetic image sequence with known displacement field as well as cine and tagged MRI sequences. This analysis helps to identify which parameters should be estimated from patient-specific data and which ones can have their values set from the literature.
Document type :
Conference papers
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https://hal.inria.fr/inria-00616152
Contributor : Project-Team Asclepios <>
Submitted on : Friday, August 19, 2011 - 7:33:27 PM
Last modification on : Friday, July 17, 2020 - 11:38:57 AM
Contributor : Project-Team Asclepios <>
Submitted on : Friday, August 19, 2011 - 7:33:27 PM
Last modification on : Friday, July 17, 2020 - 11:38:57 AM
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- HAL Id : inria-00616152, version 1
- DOI : 10.1007/978-3-642-15835-3_16
Citation
Ken C.L. Wong, Florence Billet, Tommaso Mansi, Radomir Chabiniok, Maxime Sermesant, et al.. Cardiac motion estimation using a proactive deformable model: evaluation and sensitivity analysis. STACOM - Statistical Atlases and Computational Models of the Heart: Mapping Structure and Function; and CESC'10 -Cardiac Electrophysiological Simulation Challenge, held in Conjunction with MICCAI 2010, Sep 2010, Beijing, China. pp.154-163, ⟨10.1007/978-3-642-15835-3_16⟩. ⟨inria-00616152⟩
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