Population-Based Priors in Cardiac Model Personalisation for Consistent Parameter Estimation in Heterogeneous Databases ,
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study, Peer-reviewed conferences with proceedings: ? 8th International Conference on Functional Imaging and Modeling of the Heart (FIMH), LNCS 9126, pp.448-456, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01241896
A Multiscale Cardiac Model for Fast Personalisation and Exploitation, 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.174-182, 2016. ,
DOI : 10.1007/3-540-32494-1_4
URL : https://hal.archives-ouvertes.fr/hal-01360908
Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion, 9th international conference on Functional Imaging and Modeling of the Heart (FIMH), LNCS 10263, pp.432-440, 2017. ,
DOI : 10.1007/978-3-319-46726-9_21
Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies, 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.350-358, 2017. ,
DOI : 10.1007/978-3-319-46726-9_21
Highly reduced model of the cardiac function for fast simulation, 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), p.12, 2016. ,
DOI : 10.1109/IVMSPW.2016.7528214
Estimation of Purkinje Activation from ECG: an Intermittent Left Bundle Branch Block Study, 7th International Statistical Atlases and Computational Modeling of the Heart (STACOM) Workshop, held in Conjunction with MICCAI 2016, pp.135-142, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01372924
Population-Based Priors in Cardiac Model Personalisation for Consistent Parameter Estimation in Heterogeneous Databases ,
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study, 8th International Conference on Functional Imaging and Modeling of the Heart (FIMH), LNCS 9126, pp.448-456, 2015. ,
DOI : 10.1007/978-3-319-20309-6_51
A Multiscale Cardiac Model for Fast Personalisation and Exploitation, 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.174-182, 2016. ,
DOI : 10.1007/3-540-32494-1_4
Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion, 9th international conference on Functional Imaging and Modeling of the Heart (FIMH), LNCS 10263, pp.432-440, 2017. ,
DOI : 10.1007/978-3-319-46726-9_21
Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies, 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.350-358, 2017. ,
DOI : 10.1007/978-3-319-46726-9_21
Highly reduced model of the cardiac function for fast simulation, 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), p.12, 2016. ,
DOI : 10.1109/IVMSPW.2016.7528214
Estimation of Purkinje Activation from ECG: an Intermittent Left Bundle Branch Block Study, 7th International Statistical Atlases and Computational Modeling of the Heart (STACOM) Workshop, held in Conjunction with MICCAI 2016, pp.135-142, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01372924
The response of the peripheral venous pressure to exercise in congestive heart failure, American heart journal, vol.43, issue.67, pp.395-400, 1952. ,
A simple two-variable model of cardiac excitation, Chaos, Solitons & Fractals, vol.7, issue.3, pp.293-301, 1996. ,
Adaptation to mechanical load determines shape and properties of heart and circulation: the CircAdapt model, American Journal of Physiology-Heart and Circulatory Physiology, vol.288, issue.4, pp.1943-1954, 2005. ,
DOI : 10.1016/0021-9290(95)00027-5
The Living Heart Project: A robust and integrative simulator for human heart function, European Journal of Mechanics - A/Solids, vol.48, pp.38-47, 2014. ,
DOI : 10.1016/j.euromechsol.2014.04.001
A Biomechanical Model of Muscle Contraction, International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.1159-1161, 2001. ,
DOI : 10.1007/3-540-45468-3_143
Parameter Identification in Cardiac Electrophysiology Using Proper Orthogonal Decomposition Method, International Conference on Functional Imaging and Modeling of the Heart, pp.315-322, 2011. ,
DOI : 10.1007/b96841
URL : https://hal.archives-ouvertes.fr/hal-00650606
Estimation of tissue contractility from cardiac cine-MRI using a biomechanical heart model, Biomechanics and Modeling in Mechanobiology, vol.3, issue.4, pp.609-630, 2012. ,
DOI : 10.1109/9.989154
URL : https://hal.archives-ouvertes.fr/hal-00654541
Multiphysics and multiscale modelling, data???model fusion and integration of organ physiology in the clinic: ventricular cardiac mechanics, Interface Focus, vol.18, issue.2, pp.2016-2033, 2016. ,
DOI : 10.1161/CIRCULATIONAHA.109.192278
URL : https://hal.archives-ouvertes.fr/hal-01277684
Energypreserving muscle tissue model: formulation and compatible discretizations, International Journal for Multiscale Computational Engineering, vol.10, issue.24, pp.2012-2038, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00678772
Biophysical Modeling Predicts Ventricular Tachycardia Inducibility and Circuit Morphology: A Combined Clinical Validation and Computer Modeling Approach, Journal of Cardiovascular Electrophysiology, vol.107, issue.7, pp.851-860, 2016. ,
DOI : 10.1016/j.pbiomolbio.2011.07.002
A guide to modelling cardiac electrical activity in anatomically detailed ventricles, Progress in biophysics and molecular biology, pp.19-43, 2008. ,
Models of cardiac tissue electrophysiology: Progress, challenges and open questions, Progress in biophysics and molecular biology, pp.22-48, 2011. ,
DOI : 10.1016/j.pbiomolbio.2010.05.008
Modelling cardiac mechanical properties in three dimensions, Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences, vol.359, issue.1783, pp.1233-1250, 2001. ,
Personalised electromechanical modelling of cardiac resynchronisation therapy King's College London, 2015. ,
An Overview of CellML 1.1, a Biological Model Description Language, SIMULATION, vol.79, issue.12, pp.740-747, 2003. ,
DOI : 10.1098/rsta.2001.0817
Personalization of Cardiac Motion and Contractility From Images Using Variational Data Assimilation, IEEE Transactions on Biomedical Engineering, vol.59, issue.1, pp.20-24, 2012. ,
DOI : 10.1109/TBME.2011.2160347
URL : https://hal.archives-ouvertes.fr/inria-00616183
A Modular Numerical Method for Implicit 0D/3D Coupling in Cardiovascular Finite Element Simulations, J. Comput. Phys, vol.244, pp.63-79, 2013. ,
Automatic construction of multiple-object three-dimensional statistical shape models: Application to cardiac modeling, IEEE transactions on medical imaging, vol.21, issue.9, pp.1151-1166, 2002. ,
OpenCOR: a modular and interoperable approach to computational biology, Frontiers in Physiology, vol.5, issue.79, p.2015, 2015. ,
DOI : 10.1186/1752-0509-5-198
Estimation of Purkinje Activation from ECG: An Intermittent Left Bundle Branch Block Study, 7th International Statistical Atlases and Computational Modeling of the Heart (STACOM) Workshop, Bibliography Held in Conjunction with MICCAI 2016, p.114, 2016. ,
DOI : 10.1007/3-540-32494-1_4
Nonstationary vortexlike reentrant activity as a mechanism of polymorphic ventricular tachycardia in the isolated rabbit heart, Circulation, vol.91, issue.9, pp.2454-2469, 1995. ,
Ventricular fibrillation and atrial fibrillation are two different beasts, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.31, issue.1, pp.65-78, 1998. ,
DOI : 10.1161/01.RES.48.1.39
Passive material properties of intact ventricular myocardium determined from a cylindrical model, J Biomech Eng, vol.113, issue.1, pp.42-55, 1991. ,
Comprehensive assessment of the global and regional vascular responses to food ingestion in humans using novel rapid MRI, Am. J. Physiol. Regul. Integr. Comp. Physiol, vol.310, issue.62, pp.541-545, 2016. ,
Ex Vivo 3D Diffusion Tensor Imaging and Quantification of Cardiac Laminar Structure, Magnetic Resonance in Medicine, 2005. ,
A quantitative description of membrane current and its application to conduction and excitation in nerve, The Journal of physiology, vol.117, issue.4, pp.500-544, 1952. ,
A viscoelastic model for fiber-reinforced composites at finite strains: Continuum basis, computational aspects and applications, Computer methods in applied mechanics and engineering, vol.190, issue.34, pp.4379-4403, 2001. ,
Heart Failure in Children, Circ. Heart. Fail, vol.2, issue.1, pp.63-70, 2009. ,
Determination of a constitutive relation for passive myocardium: I. A new functional form, Journal of biomechanical engineering, vol.112, issue.3, pp.333-339, 1990. ,
The constitutive behaviour of passive heart muscle tissue: a quasilinear viscoelastic formulation, Journal of biomechanics, vol.24, issue.9, pp.841-849, 1991. ,
Automatic Segmentation of the Myocardium in Cine MR Images Using Deformable Registration, International Workshop on Statistical Atlases and Computational Models of the Heart, pp.98-108, 2011. ,
DOI : 10.1109/ICCV.2007.4408925
A new extension of the Kalman filter to nonlinear systems. In Int. symp. aerospace/defense sensing, simul. and controls, pp.3-5, 1997. ,
Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart, PLOS ONE, vol.367, issue.1902, p.2015, 2015. ,
DOI : 10.1371/journal.pone.0134869.s006
Predicting the output from a complex computer code when fast approximations are available, Biometrika, vol.87, issue.58, pp.1-13, 2000. ,
Homogeneity of Cardiac Contraction Despite Physiological Asynchrony of Depolarization: A Model Study, Annals of Biomedical Engineering, vol.31, issue.5, pp.536-547, 2003. ,
DOI : 10.1114/1.1566447
Coupling of a 3D Finite Element Model of Cardiac Ventricular Mechanics to Lumped Systems Models of the Systemic and Pulmonic Circulation, Annals of Biomedical Engineering, vol.35, issue.1, pp.1-18, 2007. ,
A combined FEM/genetic algorithm for vascular soft tissue elasticity estimation, Cardiovascular Engineering, vol.6, issue.3, pp.93-102, 2006. ,
Efficient probabilistic model personalization integrating uncertainty on data and parameters: Application to Eikonal-Diffusion models in cardiac electrophysiology, Progress in Biophysics and Molecular Biology, vol.107, issue.1, pp.134-146, 2011. ,
DOI : 10.1016/j.pbiomolbio.2011.07.002
URL : https://hal.archives-ouvertes.fr/inria-00616198
Estimation of total systemic arterial compliance in humans, Journal of Applied Physiology, vol.69, issue.1, pp.112-119, 1990. ,
DOI : 10.1152/jappl.1990.69.1.112
Cardiovascular response to exercise., Advances in Physiology Education, vol.277, issue.6, pp.244-259, 1999. ,
DOI : 10.1152/advances.1999.277.6.S244
Smoothed Particle Hydrodynamics for Electrophysiological Modeling: An Alternative to Finite Element Methods, International Conference on Functional Imaging and Modeling of the Heart, pp.333-343, 2017. ,
DOI : 10.3181/00379727-141-36927
URL : https://hal.archives-ouvertes.fr/hal-01533371
Hervé Delingette and Nicholas Ayache. Statistical Analysis of the Human Cardiac Fiber Architecture from DT-MRI, Proceedings of FIMH Conference 2011, pp.171-179, 2011. ,
Three-dimensional cardiac computational modelling: methods, features and applications, Biomedical engineering online, vol.14, issue.1, pp.35-2015 ,
Multiplicative Jacobian Energy Decomposition Method for Fast Porous Visco-Hyperelastic Soft Tissue Model, International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.235-242, 2010. ,
DOI : 10.1007/978-3-642-15705-9_29
URL : https://hal.archives-ouvertes.fr/hal-00593207
Fast parameter calibration of a cardiac electromechanical model from medical images based on the unscented transform, Biomechanics and Modeling in Mechanobiology, vol.4, issue.7, pp.815-831, 2013. ,
DOI : 10.1016/j.jmbbm.2011.03.018
URL : https://hal.archives-ouvertes.fr/hal-00813847
Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes, Medical Image Analysis, vol.17, issue.7, pp.816-829, 2013. ,
DOI : 10.1016/j.media.2013.04.012
URL : https://hal.archives-ouvertes.fr/hal-00819806
Statistical Shape Analysis of Surfaces in Medical Images Applied to the Tetralogy of Fallot Heart, Modeling in Computational Biology and Biomedicine, pp.165-191, 2013. ,
DOI : 10.1007/978-3-642-31208-3_5
URL : https://hal.archives-ouvertes.fr/hal-00813850
Lumped Parameter Whole Body Circulation Modelling In Patient-specific Hemodynamic Computations: Application to Personalized Diagnosis of Cardiovascular Pathologies, pp.111-152, 2017. ,
A two-current model for the dynamics of cardiac membrane, Bulletin of mathematical biology, vol.65, issue.5, pp.767-793, 2003. ,
Reduced-order Unscented Kalman Filtering with application to parameter identification in large-dimensional systems, ESAIM: Control, Optimisation and Calculus of Variations, vol.14, issue.2, pp.380-405, 2011. ,
DOI : 10.1002/stc.186
URL : https://hal.archives-ouvertes.fr/inria-00550104
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study, Functional Imaging and Modeling of the Heart 8th International Conference. Proceedings, pp.448-456, 2015. ,
DOI : 10.1007/978-3-319-20309-6_51
A Multiscale Cardiac Model for Fast Personalisation and Exploitation, International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.174-182, 2016. ,
DOI : 10.1007/3-540-32494-1_4
URL : https://hal.archives-ouvertes.fr/hal-01360908
Xavier Pennec and Maxime Sermesant. Longitudinal Analysis using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies, Medical Image Computing and Computer Assisted Intervention (MICCAI), MICCAI 2017, pp.69-110, 2017. ,
Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical models, Biomechanics and Modeling in Mechanobiology, vol.27, issue.5, pp.38-113, 2017. ,
DOI : 10.1093/bioinformatics/btq723
Tobias Heimann and Maxime Sermesant. Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion, FIMH 2017 -9th international conference on Functional Imaging and Modeling of the Heart, pp.61-79, 2017. ,
Computational mechanics of the heart, Journal of elasticity and the physical science of solids, vol.61, issue.1-3, pp.113-141, 2000. ,
Electromechanical model of excitable tissue to study reentrant cardiac arrhythmias, Progress in biophysics and molecular biology, pp.501-522, 2004. ,
Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data, Medical Image Computing and Computer-Assisted Intervention?MICCAI 2014, pp.9-16, 2014. ,
Automatic image-to-model framework for patient-specific electromechanical modeling of the heart, Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on, pp.935-938, 2014. ,
A self-taught artificial agent for multi-physics computational model personalization, abs/1605.00303, pp.2016-2035, 2016. ,
DOI : 10.1016/j.media.2016.04.003
Fluid-solid coupling for the investigation of diastolic and systolic human left ventricular function, International Journal for Numerical Methods in Biomedical Engineering, vol.28, issue.2, pp.1017-1039, 2011. ,
DOI : 10.1016/j.medengphy.2005.10.004
Data assimilation and modelling of patient-specific single-ventricle physiology with and without valve regurgitation, Bibliography Selected Articles from the International Conference on CFD in Medicine and Biology, pp.2162-2173, 2015. ,
DOI : 10.1016/j.jbiomech.2015.11.030
URL : https://hal.archives-ouvertes.fr/hal-01240146
Inverse problems in reduced order models of cardiovascular haemodynamics: aspects of data assimilation and heart rate variability, Journal of The Royal Society Interface, vol.445, issue.126, p.2017 ,
DOI : 10.1007/s00424-002-0931-9
URL : https://hal.archives-ouvertes.fr/hal-01413446
Tailor-made heart simulation predicts the effect of cardiac resynchronization therapy in a canine model of heart failure, Medical Image Analysis, vol.31, pp.46-62, 2016. ,
DOI : 10.1016/j.media.2016.02.003
Survey of multifidelity methods in uncertainty propagation, inference, and optimization. 2016, pp.65-73, 2016. ,
A review of heart chamber segmentation for structural and functional analysis using cardiac magnetic resonance imaging, Magnetic Resonance Materials in Physics, Biology and Medicine, vol.29, issue.9, pp.155-195, 2016. ,
DOI : 10.1007/978-3-642-38899-6_21
A multi-front eikonal model of cardiac electrophysiology for interactive simulation of radio-frequency ablation, Computers & Graphics, vol.35, issue.2, pp.431-440, 2011. ,
DOI : 10.1016/j.cag.2011.01.008
URL : https://hal.archives-ouvertes.fr/inria-00616180
A review of segmentation methods in short axis cardiac MR images, Medical Image Analysis, vol.15, issue.2, pp.169-184, 2011. ,
DOI : 10.1016/j.media.2010.12.004
URL : https://hal.archives-ouvertes.fr/hal-00551034
A Computational Framework for the Statistical Analysis of Cardiac Diffusion Tensors: Application to a Small Database of Canine Hearts, IEEE Transactions on Medical Imaging, vol.26, issue.11, pp.1500-1514, 2007. ,
DOI : 10.1109/TMI.2007.907286
URL : https://hal.archives-ouvertes.fr/inria-00616023
The BOBYQA algorithm for bound constrained optimization without derivatives, 2009. ,
Estimation of Reaction, Diffusion and Restitution Parameters for a 3D Myocardial Model Using Optical Mapping and MRI, MICCAI Workshop on Statistical Atlases and Computational Models of the Heart: Mapping Structure and Function (STACOM) and a Cardiac Electrophysiological Simulation Challenge (CESC'10), pp.270-280, 2010. ,
DOI : 10.1007/978-3-642-15835-3_28
URL : https://hal.archives-ouvertes.fr/inria-00616151
Highly reduced model of the cardiac function for fast simulation, 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), p.92, 2016. ,
DOI : 10.1109/IVMSPW.2016.7528214
Fast and automated creation of patient-specific 3D heart model from Tagged MRI, Proceedings of the MICCAI 2006 SA2PM Workshop, 2006. ,
Myocardial material parameter estimation, Biomechanics and Modeling in Mechanobiology, vol.32, issue.2, pp.161-173, 2008. ,
DOI : 10.1161/01.RES.32.3.314
Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images, LNCS, vol.8896, issue.21, pp.19-29, 2015. ,
DOI : 10.1007/978-3-319-14678-2_21
Patient-specific electromechanical models of the heart for the prediction of pacing acute effects in CRT: A preliminary clinical validation, Medical Image Analysis, vol.16, issue.1, pp.201-215, 2012. ,
DOI : 10.1016/j.media.2011.07.003
euHeart: personalized and integrated cardiac care using patient-specific cardiovascular modelling, Interface Focus, vol.1, issue.3, pp.349-364, 2011. ,
URL : https://hal.archives-ouvertes.fr/inria-00616189
Gross morphology and fiber geometry of the heart. Handbook of physiology, pp.61-112, 1979. ,
A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images, Medical Image Analysis, vol.18, issue.1, pp.50-62, 2014. ,
DOI : 10.1016/j.media.2013.09.001
URL : https://hal.archives-ouvertes.fr/hal-00857223
A model for human ventricular tissue, Biomechanically-constrained 4D estimation of myocardial motion International Conference on Medical Image Computing and Computer- Assisted Intervention, pp.257-265, 2004. ,
Numerical modeling of ventricular filling, Annals of biomedical engineering, vol.20, issue.1, pp.19-39, 1992. ,
Whole-heart modeling Circulation research, pp.113-128, 2011. ,
Diffeomorphic demons: Efficient non-parametric image registration, NeuroImage, vol.45, issue.1, pp.61-72, 2009. ,
DOI : 10.1016/j.neuroimage.2008.10.040
Outflow boundary conditions for threedimensional finite element modeling of blood flow and pressure in arteries, Computer methods in applied mechanics and engineering, vol.195, issue.29, pp.3776-3796, 2006. ,
Modelling passive diastolic mechanics with quantitative MRI of cardiac structure and function, Medical image analysis, vol.13, issue.5, pp.773-784, 2009. ,
Automated personalised human left ventricular FE models to investigate heart failure mechanics, International Workshop on Statistical Atlases and Computational Models of the Heart, pp.307-316, 2012. ,
Learning-Based Detection and Tracking in Medical Imaging: A Probabilistic Approach, LNCVB, pp.209-235, 2013. ,
DOI : 10.1007/978-94-007-5446-1_9
Razvan Ionasec, Yefeng Zheng and Dorin Comaniciu. Learning-based detection and tracking in medical imaging: a probabilistic approach, Deformation Models, pp.209-235, 2013. ,
Analog studies of the human systemic arterial tree, Journal of Biomechanics, vol.2, issue.2, p.17, 1969. ,
DOI : 10.1016/0021-9290(69)90024-4
The possible role of poroelasticity in the apparent viscoelastic behavior of passive cardiac muscle, Journal of biomechanics, vol.24, issue.7, pp.587-597, 1991. ,
The Physiome Model Repository 2, Bioinformatics, vol.20, issue.13, p.743, 2011. ,
DOI : 10.1093/bioinformatics/bth200
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals, Medical Image Analysis, vol.18, issue.8, pp.1361-1376, 2014. ,
DOI : 10.1016/j.media.2014.04.011