, Improved statistical models for limited datasets in uncertainty quantification using stochastic collocation, Journal of Computational Physics, vol.255, pp.521-539, 2013.
DOI : 10.1016/j.jcp.2013.08.024
, Kinetic scheme for arterial and venous blood flow, and application to partial hepatectomy modeling, Computer Methods in Applied Mechanics and Engineering, vol.314, 2016.
DOI : 10.1016/j.cma.2016.07.009
URL : https://hal.archives-ouvertes.fr/hal-01347500
, In silico assessment of the effects of various compounds in MEA/hiPSC-CM assays: Modeling and numerical simulations, Journal of Pharmacological and Toxicological Methods, vol.89, 2017.
DOI : 10.1016/j.vascn.2017.10.005
, Improving the practice of classifier performance assessment, Neural computation, vol.12, issue.2, pp.305-311, 2000.
, Study of a perturbation in the coding periodicity, Mathematical biosciences, vol.86, issue.1, pp.1-14, 1987.
, Dynamic monitoring of beating periodicity of stem cell-derived cardiomyocytes as a predictive tool for preclinical safety assessment, British journal of pharmacology, vol.12, issue.1655, pp.1424-1441, 2012.
, Experimentally calibrated population of models predicts and explains intersubject variability in cardiac cellular electrophysiology, Proceedings of the National Academy of Sciences, pp.110-2098, 2013.
, Mathematical Modeling of Electrocardiograms: A Numerical Study, Annals of Biomedical Engineering, vol.98, issue.1???3, pp.1071-1097, 2010.
DOI : 10.1161/01.CIR.98.18.1928
URL : https://hal.archives-ouvertes.fr/inria-00400490
, Sparse grids, Acta Numerica, vol.13, pp.147-269, 2004.
DOI : 10.1017/S0962492904000182
, A training algorithm for optimal margin classifiers, Proceedings of the fifth annual workshop on Computational learning theory, pp.144-152, 1992.
, Convex optimization with sparsity-inducing norms, Optimization for Machine Learning, vol.5, pp.19-53, 2011.
DOI : 10.1561/2200000015
URL : https://hal.archives-ouvertes.fr/hal-00937150
, A Stochastic Collocation Method for Elliptic Partial Differential Equations with Random Input Data, SIAM Journal on Numerical Analysis, vol.45, issue.3, pp.1005-1034, 2007.
DOI : 10.1137/050645142
, Minimal model for human ventricular action potentials in tissue, Journal of Theoretical Biology, vol.253, issue.3, pp.544-560, 2008.
DOI : 10.1016/j.jtbi.2008.03.029
, Preclinical cardiac safety assessment of pharmaceutical compounds using an integrated systems-based computer model of the heart, Progress in biophysics and molecular biology, pp.414-443, 2006.
, The rate of convergence for approximate Bayesian computation, Electronic Journal of Statistics, vol.9, issue.1, pp.80-105, 2015.
DOI : 10.1214/15-EJS988SUPP
, A sensitivity matrix based methodology for inverse problem formulation, Journal of Inverse and Ill-Posed Problems, pp.545-564, 2009.
DOI : 10.1002/kin.20369
, 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
, A SURFACE-BASED ELECTROPHYSIOLOGY MODEL RELYING ON ASYMPTOTIC ANALYSIS AND MOTIVATED BY CARDIAC ATRIA MODELING, Mathematical Models and Methods in Applied Sciences, vol.1, issue.14, pp.2749-2776, 2013.
DOI : 10.1098/rsfs.2010.0048
URL : https://hal.archives-ouvertes.fr/hal-00723691
, Identification of the Parameters of the Beeler???Reuter Ionic Equation With a Partially Perturbed Particle Swarm Optimization, IEEE Transactions on Biomedical Engineering, vol.59, issue.12, pp.3412-3421, 2012.
DOI : 10.1109/TBME.2012.2216265
, Uncertainty quantification for porous media flows, Journal of Computational Physics, vol.217, issue.1, pp.143-158, 2006.
DOI : 10.1016/j.jcp.2006.01.026
, Active subspace methods in theory and practice: Applications to kriging surfaces, SIAM Journal on Scientific Computing, vol.36, issue.4, pp.1500-1524, 2014.
, Exploiting active subspaces to quantify uncertainty in the numerical simulation of the hyshot ii scramjet, Journal of Computational Physics, vol.302, pp.1-20, 2015.
, Comprehensive in vitro proarrhythmia assay (cipa): Pending issues for successful validation and implementation, Journal of pharmacological and toxicological methods, vol.81, pp.21-36, 2016.
, Cvode, a stiff/nonstiff ode solver in c, Computers in physics, vol.10, issue.2, pp.138-143, 1996.
, LIBSVM, ACM transactions on intelligent systems and technology (TIST), p.27, 2011.
DOI : 10.1145/1961189.1961199
, An overview of cellml 1.1, a biological model description language, Simulation, issue.12, pp.79740-747, 2003.
, Adjoint Sensitivity Analysis for Differential-Algebraic Equations: The Adjoint DAE System and Its Numerical Solution, SIAM Journal on Scientific Computing, vol.24, issue.3, pp.1076-1089, 2003.
DOI : 10.1137/S1064827501380630
, Activation dynamics in anisotropic cardiac tissue via decoupling, Annals of biomedical engineering, vol.32, issue.7, pp.984-990, 2004.
, Analyse asymptotique en électrophysiologie cardiaque: applications à la modélisation et à l'assimilation de données, 2014.
, Active Subspaces: Emerging Ideas for Dimension Reduction in Parameter Studies, 2015.
, Ionic mechanisms underlying human atrial action potential properties: insights from a mathematical model, American Journal of Physiology-Heart and Circulatory Physiology, vol.263, issue.32, pp.301-321, 1998.
DOI : 10.1016/S0006-3495(95)80271-7
, High-Throughput Multi-Parameter Profiling of Electrophysiological Drug Effects in Human Embryonic Stem Cell Derived Cardiomyocytes Using Multi-Electrode Arrays, Toxicological Sciences, vol.84, issue.2, pp.445-461, 2014.
DOI : 10.1161/01.RES.84.9.989
, Pathology-specific effects of the IKur/Ito/IK,ACh blocker AVE0118 on ion channels in human chronic atrial fibrillation, British Journal of Pharmacology, vol.496, issue.Part 3, pp.1541619-1630, 2008.
DOI : 10.1113/jphysiol.1996.sp021716
, Sampling methods for exploring between-subject variability in cardiac electrophysiology experiments, Journal of The Royal Society Interface, issue.121, pp.13-2016
, The dimensional reduction method for identification of parameters that trade-off due to similar model roles, Mathematical Biosciences, vol.285, pp.119-127, 2017.
, Properties and ionic mechanisms of action potential adaptation, restitution, and accommodation in canine epicardium, American Journal of Physiology-Heart and Circulatory Physiology, vol.296, issue.4, pp.1017-1026, 2009.
, Parameter estimation in cardiac ionic models. Progress in biophysics and molecular biology, pp.407-431, 2004.
DOI : 10.1016/j.pbiomolbio.2004.02.002
URL : http://www3.emath.pu.edu.tw/web/Biomedical Math Lecture Notes/lovellpbmb04p407.pdf
, Maximum likelihood from incomplete data via the em algorithm, Journal of the royal statistical society. Series B (methodological), pp.1-38, 1977.
, An in silico canine cardiac midmyocardial action potential duration model as a tool for early drug safety assessment, American Journal of Physiology-Heart and Circulatory Physiology, vol.16, issue.7, 2011.
DOI : 10.1161/01.RES.84.5.571
, Remodeling of cardiomyocyte ion channels in human atrial fibrillation Basic research in cardiology, pp.137-148, 2003.
, Lecture accélérée de l'ECG: un enseignement programmé pour une interprétation systématique des électrocardiogrammes. Maloine, 1984.
, Recent developments in using mechanistic cardiac modelling for drug safety evaluation, Thomas Singer, and Liudmila Polonchuk, 2016.
, The genetical theory of natural selection: a complete variorum edition, 1930.
DOI : 10.5962/bhl.title.27468
, Cardiovascular Mathematics: Modeling and simulation of the circulatory system, 2010.
DOI : 10.1007/978-88-470-1152-6
, Parametric uncertainty and global sensitivity analysis in a model of the carotid bifurcation: Identification and ranking of most sensitive model parameters, Mathematical Biosciences, vol.269, pp.104-116, 2015.
DOI : 10.1016/j.mbs.2015.09.001
, Population of Computational Rabbit-Specific Ventricular Action Potential Models for Investigating Sources of Variability in Cellular Repolarisation, PLoS ONE, vol.1245, issue.3, p.90112, 2014.
DOI : 10.1371/journal.pone.0090112.t004
, Use of indicative and reciprocal electrocardiographic changes to help localize the site of coronary occlusion, Proceedings Medical Center), vol.14, issue.1, p.104, 2001.
, An introduction to variable and feature selection, Journal of machine learning research, vol.3, pp.1157-1182, 2003.
, Clinical electrocardiography , a simplified approach, Critical Care Medicine, vol.9, issue.12, pp.891-892, 1981.
, Imaging Calcium Sparks in Cardiac Myocytes, Light Microscopy: Methods and Protocols, pp.205-214, 2011.
DOI : 10.1007/978-1-60761-950-5_12
, A functional-PCA approach for analyzing and reducing complex chemical mechanisms, Computers & Chemical Engineering, vol.30, issue.6-7, pp.1093-1101, 2006.
DOI : 10.1016/j.compchemeng.2006.02.007
, A moment-matching method to study the variability of phenomena described by partial differential equations, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01391254
, How to choose biomarkers in view of parameter estimation, 2017.
, Parameter estimation in non-linear mixed effects models with SAEM algorithm: extension from ODE to PDE, ESAIM: Mathematical Modelling and Numerical Analysis, vol.48, issue.5, pp.1303-1329, 2014.
DOI : 10.1137/1.9780898717921
URL : https://hal.archives-ouvertes.fr/hal-00936373
, A probabilistic model for bounded elasticity tensor random fields with application to polycrystalline microstructures, Computer Methods in Applied Mechanics and Engineering, vol.200, issue.17-20, pp.1637-1648, 2011.
DOI : 10.1016/j.cma.2011.01.016
URL : https://hal.archives-ouvertes.fr/hal-00684305
, On the Statistical Dependence for the Components of Random Elasticity Tensors Exhibiting Material Symmetry Properties, Journal of Elasticity, vol.21, issue.5, pp.109-130, 2013.
DOI : 10.1016/S0065-2156(08)70332-6
URL : https://hal.archives-ouvertes.fr/hal-00724048
, Evaluating derivatives: principles and techniques of algorithmic differentiation. Siam, 2008.
DOI : 10.1137/1.9780898717761
, Sparse grid collocation schemes for stochastic natural convection problems, Journal of Computational Physics, vol.225, issue.1, pp.652-685, 2007.
DOI : 10.1016/j.jcp.2006.12.014
, The CMA Evolution Strategy: A Comparing Review, Towards a new evolutionary computation, pp.75-102, 2006.
DOI : 10.1007/3-540-32494-1_4
, Sundials: Suite of nonlinear and differential/algebraic equation solvers, ACM Transactions on Mathematical Software (TOMS), issue.3, pp.31363-396, 2005.
, Parameter identifiability of cardiac ionic models using a novel cellml least squares optimization tool, 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.5307-5310, 2007.
, New development in freefem++, Journal of Numerical Mathematics, vol.20, issue.3-4, pp.251-265, 2012.
DOI : 10.1515/jnum-2012-0013
URL : https://hal.archives-ouvertes.fr/hal-01476313
, Mean Squared Error Minimization for Inverse Moment Problems, Applied Mathematics & Optimization, vol.70, issue.8, pp.83-110, 2014.
DOI : 10.1364/JOSA.70.000920
URL : https://hal.archives-ouvertes.fr/hal-00725977
, Improved patch-clamp techniques for high-resolution current recording from cells and cell-free membrane patches, Pflügers Archiv European journal of physiology, vol.391, issue.2, pp.85-100, 1981.
, A Method for Handling Uncertainty in Evolutionary Optimization With an Application to Feedback Control of Combustion, IEEE Transactions on Evolutionary Computation, vol.13, issue.1, pp.180-197, 2009.
DOI : 10.1109/TEVC.2008.924423
URL : https://hal.archives-ouvertes.fr/inria-00276216
, Cross-Gramian-Based Combined State and Parameter Reduction for Large-Scale Control Systems, Mathematical Problems in Engineering, vol.31, issue.9, 2014.
DOI : 10.1109/TAC.1986.1104421
URL : http://doi.org/10.1155/2014/843869
, Rate dependence and regulation of action potential and calcium transient in a canine cardiac ventricular cell model, Circulation, vol.110, issue.20, pp.3168-3174, 2004.
, Likelihood approximation by numerical integration on sparse grids, Journal of Econometrics, vol.144, issue.1, pp.62-80, 2008.
DOI : 10.1016/j.jeconom.2007.12.004
URL : https://hal.archives-ouvertes.fr/hal-00501810
, Information theory and statistical mechanics, p.620, 1957.
, Uncertainty and variability in models of the cardiac action potential: Can we build trustworthy models, Journal of molecular and cellular cardiology, 2015.
, Selecting the corner in the l-curve approach to tikhonov regularization, IEEE Transactions on biomedical engineering, vol.47, issue.9, pp.1293-1296, 2000.
, FEATURE SCORING BY MUTUAL INFORMATION FOR CLASSIFICATION OF MASS SPECTRA, Applied Artificial Intelligence, 2006.
DOI : 10.1142/9789812774118_0079
, Maximum likelihood estimation in nonlinear mixed effects models, Computational Statistics & Data Analysis, vol.49, issue.4, pp.1020-1038, 2005.
DOI : 10.1016/j.csda.2004.07.002
, Fitting membrane resistance in single cardiac myocytes reduces variability in parameters, Computing in Cardiology 2014, pp.209-212, 2014.
, Introduction to computational cardiology: mathematical modeling and computer simulation, 2009.
DOI : 10.1007/978-0-387-76686-7
, Mice models: superior to the herg model in predicting torsade de pointes Scientific reports, 2013.
, A multi-resolution, non-parametric, Bayesian framework for identification of spatially-varying model parameters, Journal of Computational Physics, vol.228, issue.17, pp.6184-6211, 2009.
DOI : 10.1016/j.jcp.2009.05.016
, Statistical and computational inverse problems, 2006.
, In silico screening of the key cellular remodeling targets in chronic atrial fibrillation, PLoS Comput Biol, vol.10, issue.5, p.1003620, 2014.
, Computer based modeling of the congenital long-qt 2 syndrome in the visible man torso: From genes to ecg, 29th Annual International Conference of the IEEE, pp.1410-1413, 2007.
, Monte carlo and quasi-monte carlo sampling, 2009.
, Comparison of detailed and simplified models of human atrial myocytes to recapitulate patient specific properties, PLOS Comput Biol, issue.8, pp.12-1005060, 2016.
, The contribution of ionic currents to rate-dependent action potential duration and pattern of reentry in a mathematical model of human atrial fibrillation, PloS one, vol.11, issue.3, p.150779, 2016.
, Monolix Software, Version 4.3.2, 2014.
, A dynamic model of the cardiac ventricular action potential. I. Simulations of ionic currents and concentration changes, Circulation Research, vol.74, issue.6, pp.1071-1096, 1994.
DOI : 10.1161/01.RES.74.6.1071
, Improved prediction of druginduced torsades de pointes through simulations of dynamics and machine learning algorithms, Clinical Pharmacology & Therapeutics, vol.100, issue.4, pp.371-379, 2016.
, A General Theory of Classificatory Sorting Strategies: 1. Hierarchical Systems, The Computer Journal, vol.9, issue.4, pp.373-380, 1967.
DOI : 10.1093/comjnl/9.4.373
, Pulse wave propagation in a model human arterial network: assessment of 1-d numerical simulations against in vitro measurements, Journal of biomechanics, issue.15, pp.403476-3486, 2007.
, Variability in cardiac electrophysiology: Using experimentally-calibrated populations of models to move beyond the single virtual physiological human paradigm, Progress in biophysics and molecular biology, pp.115-127, 2016.
DOI : 10.1016/j.pbiomolbio.2015.12.002
, Micro-Electrode Arrays in Cardiac Safety Pharmacology, Drug Safety, vol.13, issue.2, pp.763-772, 2004.
DOI : 10.2165/00002018-200427110-00002
, Simulation of multiple ion channel block provides improved early prediction of compounds clinical torsadogenic risk, Cardiovascular research, vol.91, issue.1, pp.53-61, 2011.
, A Robust Moment Method for Evaluation of the Disappearance Rate of Evaporating Sprays, SIAM Journal on Applied Mathematics, vol.70, issue.8, pp.3203-3234, 2010.
DOI : 10.1137/080740027
URL : https://hal.archives-ouvertes.fr/hal-00332423
, Maximum entropy in the problem of moments, Journal of Mathematical Physics, vol.25, issue.8, pp.2404-2417, 1984.
DOI : 10.1063/1.523061
, Multiple models to capture the variability in biological neurons and networks, Nature Neuroscience, vol.13, issue.27, pp.133-138, 2011.
DOI : 10.1038/nn.2630
, On the possibility for computing the transmembrane potential in the heart with a one shot method: An inverse problem, Mathematical Biosciences, vol.210, issue.2, pp.523-553, 2007.
DOI : 10.1016/j.mbs.2007.06.003
, A method of solving a convex programming problem with convergence rate o (1/k2), In Soviet Mathematics Doklady, vol.27, pp.372-376, 1983.
, Adaptive restart for accelerated gradient schemes. Foundations of computational mathematics, pp.715-732, 2015.
, 2013 accf/aha guideline for the management of st-elevation myocardial infarction, Journal of the American College of Cardiology, issue.4, pp.61-78, 2013.
, Structural correlation method for model reduction and practical estimation of patient specific parameters illustrated on heart rate regulation, Mathematical biosciences, vol.257, pp.50-59, 2014.
, Experimentally-Based Computational Investigation into Beat-To-Beat Variability in Ventricular Repolarization and Its Response to Ionic Current Inhibition, PLOS ONE, vol.467, issue.7, p.151461, 2016.
DOI : 10.1371/journal.pone.0151461.s002
, An information-theoretic approach to assess practical identifiability of parametric dynamical systems, Mathematical Biosciences, vol.268, pp.66-79, 2015.
DOI : 10.1016/j.mbs.2015.08.005
URL : https://hal.archives-ouvertes.fr/hal-01099901
, The bobyqa algorithm for bound constrained optimization without derivatives, 2009.
, On optimization techniques to reconstruct microstructures of random heterogeneous media, Computational Materials Science, vol.45, issue.2, pp.536-549, 2009.
DOI : 10.1016/j.commatsci.2008.11.019
, Scikit-learn: Machine learning in Python, Journal of Machine Learning Research, vol.12, pp.2825-2830, 2011.
, Identification of ion currents components generating field potential recorded in MEA from hiPSC-CM. Preprint available at https, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01570341
, Application of the RIMARC algorithm to a large data set of action potentials and clinical parameters for risk prediction of atrial fibrillation, Medical & Biological Engineering & Computing, vol.5, issue.6 Suppl, pp.263-273, 2015.
DOI : 10.1016/j.hrthm.2008.01.016
, Validation of a one-dimensional model of the systemic arterial tree, American Journal of Physiology-Heart and Circulatory Physiology, vol.297, issue.1, pp.208-222, 2009.
DOI : 10.1016/0021-9290(86)90118-1
, Minorization conditions and convergence rates for markov chain monte carlo, Journal of the American Statistical Association, vol.90, issue.430, pp.558-566, 1995.
, Impact of ionic current variability on human ventricular cellular electrophysiology, American Journal of Physiology-Heart and Circulatory Physiology, vol.5, issue.4, pp.1436-1445, 2009.
DOI : 10.1161/CIRCULATIONAHA.107.758672
, Uncertainty quantification with experimental data and complex system models, 2010.
, Inter-Subject Variability in Human Atrial Action Potential in Sinus Rhythm versus Chronic Atrial Fibrillation, PLoS ONE, vol.279, issue.8, pp.9-105897, 2014.
DOI : 10.1371/journal.pone.0105897.s004
, Numerical simulation of electrocardiograms for full cardiac cycles in healthy and pathological conditions, International Journal for Numerical Methods in Biomedical Engineering, vol.283, issue.2, p.2016
DOI : 10.1007/978-3-642-01932-6_39
URL : https://hal.archives-ouvertes.fr/hal-01184744
, Reduced order models, forward and inverse problems in cardiac electrophysiology, 2014.
URL : https://hal.archives-ouvertes.fr/tel-01092945
, Relating cross gramians and sensitivity analysis in systems biology, Proceedings of the 17th International Symposium on Mathematical Theory of Networks and Systems, pp.437-441, 2006.
, A Mathematical Theory of Communication, Bell System Technical Journal, vol.27, issue.4, p.623, 1948.
DOI : 10.1002/j.1538-7305.1948.tb00917.x
, Monitoring Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes with Genetically Encoded Calcium and Voltage Fluorescent Reporters, Stem Cell Reports, vol.5, issue.4, pp.582-596, 2015.
DOI : 10.1016/j.stemcr.2015.08.009
URL : https://doi.org/10.1016/j.stemcr.2015.08.009
, An operator splitting method for solving the bidomain equations coupled to a volume conductor model for the torso, Mathematical Biosciences, vol.194, issue.2, pp.233-248, 2005.
DOI : 10.1016/j.mbs.2005.01.001
, Uniformly distributed sequences with an additional uniform property, USSR Computational Mathematics and Mathematical Physics, vol.16, issue.5, pp.236-242, 1976.
, Human induced pluripotent stem cells and their use in drug discovery for toxicity testing, Toxicology letters, vol.219, issue.1, pp.49-58, 2013.
, Learning with kernels: support vector machines, regularization, optimization, and beyond, 2002.
, Regression analysis for constraining free parameters in electrophysiological models of cardiac cells, PLoS Comput Biol, vol.6, issue.9, p.1000914, 2010.
, The problem of moments, 1943.
, On the Construction and Comparison of Difference Schemes, SIAM Journal on Numerical Analysis, vol.5, issue.3, pp.506-517, 1968.
DOI : 10.1137/0705041
, Atrial cell action potential parameter fitting using genetic algorithms, Medical & Biological Engineering & Computing, vol.4, issue.5, pp.561-571, 2005.
DOI : 10.1161/01.RES.81.5.727
, A maximum entropy approach for property prediction of random microstructures, Acta Materialia, vol.54, issue.8, pp.2265-2276, 2006.
DOI : 10.1016/j.actamat.2006.01.015
, Simulation of qrst integral maps with a membranebased computer heart model employing parallel processing, IEEE Transactions on Biomedical Engineering, issue.8, pp.511319-1329, 2004.
, Regression shrinkage and selection via the lasso, Journal of the Royal Statistical Society. Series B (Methodological), pp.267-288, 1996.
, Modelling variability in cardiac electrophysiology: a moment-matching approach, Journal of The Royal Society Interface, vol.21, issue.133, pp.14-2017
DOI : 10.1016/j.drudis.2016.02.003
, Optimal Biomarkers Design for Drug Safety Evaluation Using Microelectrode Array Measurements. working paper or preprint, 2017.
, A bi-domain model for describing ischemic myocardial D?C potentials, 1978.
, Superstatistical distributions from a maximum entropy principle, Physical Review E, vol.38, issue.5, p.51101, 2008.
DOI : 10.1103/PhysRevE.59.5457
, Atrial l-type ca2+ currents and human atrial fibrillation, Circulation research, vol.85, issue.5, pp.428-436, 1999.
, Rigorous bounds for thermodynamic properties of harmonic solids, The Journal of Chemical Physics, vol.51, issue.12, pp.5566-5583, 1969.
, András Varró, and Ursula Ravens Role of ikur in controlling action potential shape and contractility in the human atrium influence of chronic atrial fibrillation, Circulation, issue.16, pp.1102299-2306, 2004.
, Benchmarking electrophysiological models of human atrial myocytes, Frontiers in Physiology, vol.3, p.487, 2013.
DOI : 10.3389/fphys.2012.00487
, The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses, SIAM Journal on Scientific and Statistical Computing, vol.5, issue.3, pp.735-743, 1984.
DOI : 10.1137/0905052
, A Bayesian inference approach to the inverse heat conduction problem, International Journal of Heat and Mass Transfer, vol.47, issue.17-18, pp.3927-3941, 2004.
DOI : 10.1016/j.ijheatmasstransfer.2004.02.028
, Transient outward and delayed rectifier currents in canine atrium: properties and role of isolation methods, American Journal of Physiology-Heart and Circulatory Physiology, vol.270, issue.6, pp.2157-2168, 1996.
DOI : 10.1152/ajpheart.1996.270.6.H2157
, Kernel methods and haplotypes used in selection of sparse DNA markers for protein yield in dairy cattle, Mathematical Biosciences, vol.243, issue.1, pp.57-66, 2013.
DOI : 10.1016/j.mbs.2013.01.009
, In vivo and in silico investigation into mechanisms of frequency dependence of repolarization alternans in human ventricular cardiomyocytes, Circulation research, vol.118, issue.2, pp.266-278, 2016.
, Computational assessment of drug-induced effects on the electrocardiogram: from ion channel to body surface potentials, British journal of pharmacology, vol.168, issue.3, pp.718-733, 2013.
, A scalable framework for the solution of stochastic inverse problems using a sparse grid collocation approach, Journal of Computational Physics, vol.227, issue.9, pp.4697-4735, 2008.
DOI : 10.1016/j.jcp.2008.01.019
, Multi-parametric assessment of cardiomyocyte excitation-contraction coupling using impedance and field potential recording: A tool for cardiac safety assessment, Journal of Pharmacological and Toxicological Methods, vol.81, pp.201-216, 2016.
DOI : 10.1016/j.vascn.2016.06.004
, Right Ventricular Infarction as an Independent Predictor of Prognosis after Acute Inferior Myocardial Infarction, New England Journal of Medicine, vol.328, issue.14, pp.981-988, 1993.
DOI : 10.1056/NEJM199304083281401