Modelling and analyzing electrocardiogram events using timed coloured petri nets

Mohammed Assiri, Ryszard Janicki

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations

Abstract

A formal model of generating realistic synthetic electrocardiogram (ECG) events is presented. Timed Coloured Petri Nets (TCPN) and CPN tools are adopted as modelling tools. The model, which includes various suitable parameters, covers numerous identified characteristics of cardiac rhythms in substantial detail. The model can assist not only in facilitating a better understanding of ECG events but also in providing customizable data to fully evaluate and optimize different ECG algorithms and techniques. The obtained results prove the reliability and validity of this model in producing various cardiac rhythms while demonstrating the expressive power and convenience of TCPN.

Original languageEnglish
Pages (from-to)222-223
Number of pages2
JournalCEUR Workshop Proceedings
Volume2651
StatePublished - 2020
Externally publishedYes
Event2020 International Workshop on Petri Nets and Software Engineering, PNSE 2020 - Paris, France
Duration: 24 Jun 2020 → …

Keywords

  • Biomedical signals
  • Biomodelling
  • Electrocardiogram
  • Electrocardiography
  • Timed Coloured Petri Nets

Fingerprint

Dive into the research topics of 'Modelling and analyzing electrocardiogram events using timed coloured petri nets'. Together they form a unique fingerprint.

Cite this