Bayesian calibration of electrophysiology models using restitution curve emulators

Coveny, S., Corrado, C., Oakley, J. orcid.org/0000-0002-9860-4093 et al. (3 more authors) (2021) Bayesian calibration of electrophysiology models using restitution curve emulators. Frontiers in Physiology, 12. 693015. ISSN 1664-042X

Abstract

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Copyright, Publisher and Additional Information: © 2021 Coveney, Corrado, Oakley, Wilkinson, Niederer and Clayton. This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
Keywords: restitution; electrophysiology; cardiology; Gaussian processes; emulation; sensitivity analysis; calibration; Bayesian
Dates:
  • Accepted: 28 June 2021
  • Published (online): 22 July 2021
  • Published: 22 July 2021
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Science (Sheffield) > School of Mathematics and Statistics (Sheffield)
Funding Information:
FunderGrant number
ENGINEERING AND PHYSICAL SCIENCE RESEARCH COUNCILEP/P010741/1
Depositing User: Symplectic Sheffield
Date Deposited: 13 Jul 2021 10:08
Last Modified: 21 Oct 2021 10:49
Published Version: https://www.frontiersin.org/articles/10.3389/fphys...
Status: Published
Publisher: Frontiers Media
Refereed: Yes
Identification Number: https://doi.org/10.3389/fphys.2021.693015
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