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

M. A. Quiroz-Juárez, O. Jiménez-Ramírez, R. Vázquez-Medina, V. Breña-Medina, J. L. Aragón, R. A. Barrio

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

© 2019, The Author(s). We propose a model to generate electrocardiogram signals based on a discretized reaction-diffusion system to produce a set of three nonlinear oscillators that simulate the main pacemakers in the heart. The model reproduces electrocardiograms from healthy hearts and from patients suffering various well-known rhythm disorders. In particular, it is shown that under ventricular fibrillation, the electrocardiogram signal is chaotic and the transition from sinus rhythm to chaos is consistent with the Ruelle-Takens-Newhouse route to chaos, as experimental studies indicate. The proposed model constitutes a useful tool for research, medical education, and clinical testing purposes. An electronic device based on the model was built for these purposes.
Original languageAmerican English
JournalScientific Reports
DOIs
StatePublished - 1 Dec 2019

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