High-throughput functional curation of cellular electrophysiology models

J Cooper, GR Mirams, SA Niederer - Progress in biophysics and molecular …, 2011 - Elsevier
Effective reuse of a quantitative mathematical model requires not just access to curated
versions of the model equations, but also an understanding of the functional capabilities of …

[HTML][HTML] Reproducible model development in the cardiac electrophysiology Web Lab

AC Daly, M Clerx, KA Beattie, J Cooper… - Progress in biophysics …, 2018 - Elsevier
The modelling of the electrophysiology of cardiac cells is one of the most mature areas of
systems biology. This extended concentration of research effort brings with it new …

The cardiac electrophysiology web lab

J Cooper, M Scharm, GR Mirams - Biophysical journal, 2016 - cell.com
Computational modeling of cardiac cellular electrophysiology has a long history, and many
models are now available for different species, cell types, and experimental preparations …

Cell-specific cardiac electrophysiology models

W Groenendaal, FA Ortega… - PLoS computational …, 2015 - journals.plos.org
The traditional cardiac model-building paradigm involves constructing a composite model
using data collected from many cells. Equations are derived for each relevant cellular …

Considerations for the use of cellular electrophysiology models within cardiac tissue simulations

J Cooper, A Corrias, D Gavaghan, D Noble - Progress in biophysics and …, 2011 - Elsevier
The use of mathematical models to study cardiac electrophysiology has a long history, and
numerous cellular scale models are now available, covering a range of species and cell …

Regression analysis for constraining free parameters in electrophysiological models of cardiac cells

AX Sarkar, EA Sobie - PLoS computational biology, 2010 - journals.plos.org
A major challenge in computational biology is constraining free parameters in mathematical
models. Adjusting a parameter to make a given model output more realistic sometimes has …

Cellular cardiac electrophysiology modeling with Chaste and CellML

J Cooper, RJ Spiteri, GR Mirams - Frontiers in Physiology, 2015 - frontiersin.org
Chaste is an open-source C++ library for computational biology that has well-developed
cardiac electrophysiology tissue simulation support. In this paper, we introduce the features …

Reference descriptions of cellular electrophysiology models

DP Nickerson, A Corrias, ML Buist - Bioinformatics, 2008 - academic.oup.com
In recent years there has been much development of the fundamental ideas underlying
mathematical model curation in regard to models of biology. While much has been achieved …

A global sensitivity index for biophysically detailed cardiac cell models: a computational approach

S Kharche, N Lüdtke, S Panzeri, H Zhang - International Conference on …, 2009 - Springer
Biophysically detailed cardiac cell models are based upon stiff ordinary differential
equations describing ionic channels and intracellular dynamics aiming at reproducing …

Sensitivity and uncertainty analysis of two human atrial cardiac cell models using Gaussian process emulators

S Coveney, RH Clayton - Frontiers in Physiology, 2020 - frontiersin.org
Biophysically detailed cardiac cell models reconstruct the action potential and calcium
dynamics of cardiac myocytes. They aim to capture the biophysics of current flow through ion …