Sensitivity analysis and inverse uncertainty quantification for the left ventricular passive mechanics

Shear wave cardiovascular MR elastography using intrinsic cardiac motion for transducer-free non-invasive evaluation of myocardial shear wave velocity

(2021) Marian Amber Troelstra et al.   Scientific Reports

Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning

(2021) Stefano Pagani et al.   International Journal for Numerical Methods in Biomedical Engineering

Modelling of fibre dispersion and its effects on cardiac mechanics from diastole to systole

(2021) Debao Guan et al.   JOURNAL OF ENGINEERING MATHEMATICS

Linking statistical shape models and simulated function in the healthy adult human heart

(2021) Cristobal Rodero et al.   PLoS Computational Biology

Investigating the reference domain influence in personalised models of cardiac mechanics

(2021) Myrianthi Hadjicharalambous et al.   Biomechanics and Modeling in Mechanobiology

Finite-element based optimization of left ventricular passive stiffness in normal volunteers and patients after myocardial infarction: Utility of an inverse deformation gradient calculation of regional diastolic strain

(2021) Yue Zhang et al.   Journal of the Mechanical Behavior of Biomedical Materials

Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks

(2021) Stefano Buoso et al.   MEDICAL IMAGE ANALYSIS

In-silico study of accuracy and precision of left-ventricular strain quantification from 3D tagged MRI

(2021) Ezgi Berberoğlu et al.   PLoS One

Deep Learning Over Reduced Intrinsic Domains for Efficient Mechanics of the Left Ventricle

(2020) Gonzalo D. Maso Talou et al.   Frontiers in Physics

Uncertainty quantification and sensitivity analysis of left ventricular function during the full cardiac cycle

(2020) J. O. Campos et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

An audit of uncertainty in multi-scale cardiac electrophysiology models

(2020) Richard H. Clayton et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

The fickle heart: uncertainty quantification in cardiac and cardiovascular modelling and simulation

(2020) Gary R. Mirams et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Apparent growth tensor of left ventricular post myocardial infarction – In human first natural history study

(2020) Wenguang Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Non-invasive estimation of relative pressure for intracardiac flows using virtual work-energy

(2020) David Marlevi et al.   MEDICAL IMAGE ANALYSIS

Multiscale characterization of heart failure

(2019) F. Sahli Costabal et al.   Acta Biomaterialia

Uncertainty in cardiac myofiber orientation and stiffnesses dominate the variability of left ventricle deformation response

(2019) Rocío Rodríguez-Cantano et al.   International Journal for Numerical Methods in Biomedical Engineering

Sensitivity of stress and strain calculations to passive material parameters in cardiac mechanical models using unloaded geometries

(2019) S. Kallhovd et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

Effects of left ventricle wall thickness uncertainties on cardiac mechanics

(2019) Joventino O. Campos et al.   Biomechanics and Modeling in Mechanobiology

On the AIC-based model reduction for the general Holzapfel–Ogden myocardial constitutive law

(2019) Debao Guan et al.   Biomechanics and Modeling in Mechanobiology

Using machine learning to characterize heart failure across the scales

(2019) M. Peirlinck et al.   Biomechanics and Modeling in Mechanobiology

Fast parameter inference in a biomechanical model of the left ventricle by using statistical emulation

(2019) Vinny Davies et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Diffusion Tensor Cardiovascular Magnetic Resonance Imaging

(2019) Zohya Khalique et al.   JACC-Cardiovascular Imaging

Sensitivity analysis of a strongly-coupled human-based electromechanical cardiac model: Effect of mechanical parameters on physiologically relevant biomarkers

(2019) F. Levrero-Florencio et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Practical Identifiability and Uncertainty Quantification of a Pulsatile Cardiovascular Model

(2018) Andrew D. Marquis et al.   MATHEMATICAL BIOSCIENCES

In vivo estimation of passive biomechanical properties of human myocardium

(2018) Arnab Palit et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Bayesian sensitivity analysis of a 1D vascular model with Gaussian process emulators

(2017) Alessandro Melis et al.   International Journal for Numerical Methods in Biomedical Engineering

Uncertainty quantification of 2 models of cardiac electromechanics

(2017) Daniel E. Hurtado et al.   International Journal for Numerical Methods in Biomedical Engineering

Changes and classification in myocardial contractile function in the left ventricle following acute myocardial infarction

(2017) Hao Gao et al.   Journal of the Royal Society Interface

Non-invasive Model-Based Assessment of Passive Left-Ventricular Myocardial Stiffness in Healthy Subjects and in Patients with Non-ischemic Dilated Cardiomyopathy

(2016) Myrianthi Hadjicharalambous et al.   ANNALS OF BIOMEDICAL ENGINEERING

Uncertainty and variability in computational and mathematical models of cardiac physiology

(2016) Gary R. Mirams et al.   JOURNAL OF PHYSIOLOGY-LONDON

Accelerating Asymptotically Exact MCMC for Computationally Intensive Models via Local Approximations

(2016) Patrick R. Conrad et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Association diastolic function by echo and infarct size by magnetic resonance imaging after STEMI

(2016) Helle Søholm et al.   SCANDINAVIAN CARDIOVASCULAR JOURNAL

Structural Identifiability of Dynamic Systems Biology Models

(2016) Alejandro F. Villaverde et al.   PLoS Computational Biology

A Novel Method for Estimating Myocardial Strain: Assessment of Deformation Tracking Against Reference Magnetic Resonance Methods in Healthy Volunteers

(2016) Kenneth Mangion et al.   Scientific Reports

Biomechanical properties and microstructure of human ventricular myocardium

(2015) Gerhard Sommer et al.   Acta Biomaterialia

Estimation of passive and active properties in the human heart using 3D tagged MRI

(2015) Liya Asner et al.   Biomechanics and Modeling in Mechanobiology

Parameter estimation in a Holzapfel–Ogden law for healthy myocardium

(2015) H. Gao et al.   JOURNAL OF ENGINEERING MATHEMATICS

Analysis of passive cardiac constitutive laws for parameter estimation using 3D tagged MRI

(2014) Myrianthi Hadjicharalambous et al.   Biomechanics and Modeling in Mechanobiology

The Living Heart Project: A robust and integrative simulator for human heart function

(2014) Brian Baillargeon et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Learning about physical parameters: the importance of model discrepancy

(2014) Jenný Brynjarsdóttir et al.   INVERSE PROBLEMS

Distribution of normal human left ventricular myofiber stress at end diastole and end systole: a target for in silico design of heart failure treatments

(2014) Martin Genet et al.   JOURNAL OF APPLIED PHYSIOLOGY

Global sensitivity analysis used to interpret biological experimental results

(2014) Angela M. Jarrett et al.   JOURNAL OF MATHEMATICAL BIOLOGY

In vivo human cardiac fibre architecture estimation using shape-based diffusion tensor processing

(2013) Nicolas Toussaint et al.   MEDICAL IMAGE ANALYSIS

Uncertainty Analysis of Ventricular Mechanics Using the Probabilistic Collocation Method

(2012) H. Osnes et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Structure-based finite strain modelling of the human left ventricle in diastole

(2012) H. M. Wang et al.   International Journal for Numerical Methods in Biomedical Engineering

Patient-specific models of cardiac biomechanics

(2012) Adarsh Krishnamurthy et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Global and local sensitivity analysis methods for a physical system

(2011) Jérôme Morio   EUROPEAN JOURNAL OF PHYSICS

Structural Identifiability of Systems Biology Models: A Critical Comparison of Methods

(2011) Oana-Teodora Chis et al.   PLoS One

Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index

(2009) Andrea Saltelli et al.   COMPUTER PHYSICS COMMUNICATIONS