A modified approach to retrieving cardiac conductivities in the presence of noise

Abbish Kamalakkannan, Peter Johnston, Barbara Johnston

Research output: Contribution to conferenceAbstract

Abstract

Simulation studies of the electrical activity of the heart provide valuable insights into understanding cardiac diseases and conduction disorders. However, accurate parameters are crucial in the models used – in particular, the conductivity values of the commonly used bidomain model of cardiac tissue. Despite efforts over the past 40 years, complications associated with making and understanding experimental measurements have prevented researchers from retrieving conductivity parameters that are consistent and account for the anisotropic nature of cardiac tissue.

This talk presents a modified protocol that has been shown, in simulation studies, to retrieve the conductivities accurately while accounting for i) the anisotropy of cardiac tissue and ii) sensor noise inherent in experimental measurements made through multielectrode arrays. Comparisons of multielectrode arrays have been performed with the aid of this new protocol, with the long term aim of suggesting the most suitable multielectrode array configuration for obtaining cardiac conductivities to the highest possible accuracy.
Original languageEnglish
Pages65
Number of pages1
Publication statusPublished - Feb 2021
Externally publishedYes
Event56th Australian and New Zealand Industrial and Applied Mathematics Conference - (Online), Mornington Peninsula, Australia
Duration: 31 Jan 20215 Feb 2021

Conference

Conference56th Australian and New Zealand Industrial and Applied Mathematics Conference
Abbreviated titleANZIAM 2021
Country/TerritoryAustralia
CityMornington Peninsula
Period31/01/215/02/21

Keywords

  • Simulation study
  • Electrophysiological Studies
  • Inference Statistics

Fingerprint

Dive into the research topics of 'A modified approach to retrieving cardiac conductivities in the presence of noise'. Together they form a unique fingerprint.

Cite this