Literature DB >> 24821399

A heterogeneous coupled oscillator model for simulation of ECG signals.

E Ryzhii1, M Ryzhii2.   

Abstract

We present a novel model of cardiac conduction system including main pacemakers and heart muscles. Sinoatrial node, atrioventricular node and His-Purkinje system are represented by modified van der Pol-type oscillators connected with time-delay velocity coupling. For description of atrial and ventricular muscles, where depolarization and repolarization processes are considered as separate waves, we use modified FitzHugh-Nagumo model. In this work, we obtained synthetic ECG as a combined signal of atrial and ventricular muscles and reproduced several normal and pathological rhythms. Inclusion of cardiac muscle response allows to investigate interactions between pacemakers and resulting global heartbeat dynamics by means of clinically comparable realistic ECG signals. This feature distinguishes our model from existing cardiac oscillator models. To solve the system of differential equations describing the proposed heterogeneous coupled oscillator model we developed a software in MATLAB environment utilizing special DDE23 function.
Copyright © 2014 Elsevier Ireland Ltd. All rights reserved.

Entities:  

Keywords:  Delay differential equations; ECG; FitzHugh–Nagumo; Heart model; MATLAB; van der Pol

Mesh:

Year:  2014        PMID: 24821399     DOI: 10.1016/j.cmpb.2014.04.009

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  5 in total

1.  Interactive Simulation of the ECG: Effects of Cell Types, Distributions, Shapes and Duration.

Authors:  Jorge Ramirez Ortiz; Abouzar Kaboudian; Ilija Uzelac; Shahriar Iravanian; Elizabeth M Cherry; Flavio H Fenton
Journal:  Comput Cardiol (2010)       Date:  2022-01-10

2.  Model-free detection of unique events in time series.

Authors:  Zsigmond Benkő; Tamás Bábel; Zoltán Somogyvári
Journal:  Sci Rep       Date:  2022-01-07       Impact factor: 4.379

3.  Pacemaking function of two simplified cell models.

Authors:  Maxim Ryzhii; Elena Ryzhii
Journal:  PLoS One       Date:  2022-04-11       Impact factor: 3.240

4.  ECG Patient Simulator Based on Mathematical Models.

Authors:  Mario Alan Quiroz-Juárez; Juan Alberto Rosales-Juárez; Omar Jiménez-Ramírez; Rubén Vázquez-Medina; José Luis Aragón
Journal:  Sensors (Basel)       Date:  2022-07-30       Impact factor: 3.847

5.  Generation of ECG signals from a reaction-diffusion model spatially discretized.

Authors:  M A Quiroz-Juárez; O Jiménez-Ramírez; R Vázquez-Medina; V Breña-Medina; J L Aragón; R A Barrio
Journal:  Sci Rep       Date:  2019-12-12       Impact factor: 4.379

  5 in total

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