High-throughput functional curation of cellular electrophysiology models
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 …
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
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 …
systems biology. This extended concentration of research effort brings with it new …
The cardiac electrophysiology web lab
Computational modeling of cardiac cellular electrophysiology has a long history, and many
models are now available for different species, cell types, and experimental preparations …
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 …
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
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 …
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 …
models. Adjusting a parameter to make a given model output more realistic sometimes has …
Cellular cardiac electrophysiology modeling with Chaste and CellML
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 …
cardiac electrophysiology tissue simulation support. In this paper, we introduce the features …
Reference descriptions of cellular electrophysiology models
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 …
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
Biophysically detailed cardiac cell models are based upon stiff ordinary differential
equations describing ionic channels and intracellular dynamics aiming at reproducing …
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 …
dynamics of cardiac myocytes. They aim to capture the biophysics of current flow through ion …