Predicting left ventricular contractile function via Gaussian process emulation in aortic-banded rats

Simulating ventricular systolic motion in a four-chamber heart model with spatially varying robin boundary conditions to model the effect of the pericardium

(2020) Marina Strocchi et al.   JOURNAL OF BIOMECHANICS

Comprehensive Uncertainty Quantification and Sensitivity Analysis for Cardiac Action Potential Models

(2019) Pras Pathmanathan et al.   Frontiers in Physiology

Bayesian uncertainty analysis for complex systems biology models: emulation, global parameter searches and evaluation of gene functions

(2018) Ian Vernon et al.   BMC Systems Biology

Decreasing Compensatory Ability of Concentric Ventricular Hypertrophy in Aortic-Banded Rat Hearts

(2018) Alexandre Lewalle et al.   Frontiers in Physiology

Fitting two human atrial cell models to experimental data using Bayesian history matching

(2018) Sam Coveney et al.   PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY

A short history of the development of mathematical models of cardiac mechanics

(2018) Steven A. Niederer et al.   JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY

Compensatory and decompensatory alterations in cardiomyocyte Ca2+ dynamics in hearts with diastolic dysfunction following aortic banding

(2017) Sara Gattoni et al.   JOURNAL OF PHYSIOLOGY-LONDON

A comparison of statistical emulation methodologies for multi-wave calibration of environmental models

(2016) James M. Salter et al.   ENVIRONMETRICS

Uncertainty and variability in models of the cardiac action potential: Can we build trustworthy models?

(2016) Ross H. Johnstone et al.   JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY

Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda

(2015) Ioannis Andrianakis et al.   PLoS Computational Biology

Cell-Specific Cardiac Electrophysiology Models

(2015) Willemijn Groenendaal et al.   PLoS Computational Biology

An analysis of deformation-dependent electromechanical coupling in the mouse heart

(2012) Sander Land et al.   JOURNAL OF PHYSIOLOGY-LONDON

The estimation of patient-specific cardiac diastolic functions from clinical measurements

(2012) Jiahe Xi et al.   MEDICAL IMAGE ANALYSIS

A local sensitivity analysis method for developing biological models with identifiable parameters: Application to cardiac ionic channel modelling

(2011) Anna A. Sher et al.   Future Generation Computer Systems-The International Journal of eScience

Efficient Computational Methods for Strongly Coupled Cardiac Electromechanics

(2011) S. Land et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

An accurate, fast and robust method to generate patient-specific cubic Hermite meshes

(2011) Pablo Lamata et al.   MEDICAL IMAGE ANALYSIS

Regression Analysis for Constraining Free Parameters in Electrophysiological Models of Cardiac Cells

(2010) Amrita X. Sarkar et al.   PLoS Computational Biology

Gaussian process emulation of dynamic computer codes

(2009) S. Conti et al.   BIOMETRIKA

Small Animal Models of Heart Failure

(2009) Richard D. Patten et al.   Circulation-Heart Failure

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

(2009) Andrea Saltelli et al.   COMPUTER PHYSICS COMMUNICATIONS

Modelling passive diastolic mechanics with quantitative MRI of cardiac structure and function

(2009) Vicky Y. Wang et al.   MEDICAL IMAGE ANALYSIS

Constitutive modelling of passive myocardium: a structurally based framework for material characterization

(2009) G. A. Holzapfel et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES