Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies

Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies

Computer models of the human ventricular cardiomyocyte action potential (AP) have reached a level of detail and maturity that has led to an increasing number of applications in the pharmaceutical sector. However, interfacing the models with experimental data can become a significant computational bu...

Full description

Bibliographic Details
Main Authors: Thomas Grandits, Christoph M Augustin, Gundolf Haase, Norbert Jost, Gary R Mirams, Steven A Niederer, Gernot Plank, András Varró, László Virág, Alexander Jung
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2024-04-01
Series:eLife
Subjects:
computer modeling
computer simulation
cardiac electrophysiology
machine learning
surrogate modeling
Online Access:https://elifesciences.org/articles/91911

Internet

https://elifesciences.org/articles/91911

Similar Items