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ECG Patient Simulator Based on Mathematical Models

In this work, we propose a versatile, low-cost, and tunable electronic device to generate realistic electrocardiogram (ECG) waveforms, capable of simulating ECG of patients within a wide range of possibilities. A visual analysis of the clinical ECG register provides the cardiologist with vital physi...

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Autores principales: Quiroz-Juárez, Mario Alan, Rosales-Juárez, Juan Alberto, Jiménez-Ramírez, Omar, Vázquez-Medina, Rubén, Aragón, José Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9370912/
https://www.ncbi.nlm.nih.gov/pubmed/35957270
http://dx.doi.org/10.3390/s22155714
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author Quiroz-Juárez, Mario Alan
Rosales-Juárez, Juan Alberto
Jiménez-Ramírez, Omar
Vázquez-Medina, Rubén
Aragón, José Luis
author_facet Quiroz-Juárez, Mario Alan
Rosales-Juárez, Juan Alberto
Jiménez-Ramírez, Omar
Vázquez-Medina, Rubén
Aragón, José Luis
author_sort Quiroz-Juárez, Mario Alan
collection PubMed
description In this work, we propose a versatile, low-cost, and tunable electronic device to generate realistic electrocardiogram (ECG) waveforms, capable of simulating ECG of patients within a wide range of possibilities. A visual analysis of the clinical ECG register provides the cardiologist with vital physiological information to determine the patient’s heart condition. Because of its clinical significance, there is a strong interest in algorithms and medical ECG measuring devices that acquire, preserve, and process ECG recordings with high fidelity. Bearing this in mind, the proposed electronic device is based on four different mathematical models describing macroscopic heartbeat dynamics with ordinary differential equations. Firstly, we produce full 12-lead ECG profiles by implementing a model comprising a network of heterogeneous oscillators. Then, we implement a discretized reaction–diffusion model in our electronic device to reproduce ECG waveforms from various rhythm disorders. Finally, in order to show the versatility and capabilities of our system, we include two additional models, a ring of three coupled oscillators and a model based on a quasiperiodic motion, which can reproduce a wide range of pathological conditions. With this, the proposed device can reproduce around thirty-two cardiac rhythms with the possibility of exploring different parameter values to simulate new arrhythmias with the same hardware. Our system, which is a hybrid analog–digital circuit, generates realistic ECG signals through digital-to-analog converters whose amplitudes and waveforms are controlled through an interactive and friendly graphic interface. Our ECG patient simulator arises as a promising platform for assessing the performance of electrocardiograph equipment and ECG signal processing software in clinical trials. Additionally the produced 12-lead profiles can be tested in patient monitoring systems.
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spelling pubmed-93709122022-08-12 ECG Patient Simulator Based on Mathematical Models Quiroz-Juárez, Mario Alan Rosales-Juárez, Juan Alberto Jiménez-Ramírez, Omar Vázquez-Medina, Rubén Aragón, José Luis Sensors (Basel) Article In this work, we propose a versatile, low-cost, and tunable electronic device to generate realistic electrocardiogram (ECG) waveforms, capable of simulating ECG of patients within a wide range of possibilities. A visual analysis of the clinical ECG register provides the cardiologist with vital physiological information to determine the patient’s heart condition. Because of its clinical significance, there is a strong interest in algorithms and medical ECG measuring devices that acquire, preserve, and process ECG recordings with high fidelity. Bearing this in mind, the proposed electronic device is based on four different mathematical models describing macroscopic heartbeat dynamics with ordinary differential equations. Firstly, we produce full 12-lead ECG profiles by implementing a model comprising a network of heterogeneous oscillators. Then, we implement a discretized reaction–diffusion model in our electronic device to reproduce ECG waveforms from various rhythm disorders. Finally, in order to show the versatility and capabilities of our system, we include two additional models, a ring of three coupled oscillators and a model based on a quasiperiodic motion, which can reproduce a wide range of pathological conditions. With this, the proposed device can reproduce around thirty-two cardiac rhythms with the possibility of exploring different parameter values to simulate new arrhythmias with the same hardware. Our system, which is a hybrid analog–digital circuit, generates realistic ECG signals through digital-to-analog converters whose amplitudes and waveforms are controlled through an interactive and friendly graphic interface. Our ECG patient simulator arises as a promising platform for assessing the performance of electrocardiograph equipment and ECG signal processing software in clinical trials. Additionally the produced 12-lead profiles can be tested in patient monitoring systems. MDPI 2022-07-30 /pmc/articles/PMC9370912/ /pubmed/35957270 http://dx.doi.org/10.3390/s22155714 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Quiroz-Juárez, Mario Alan
Rosales-Juárez, Juan Alberto
Jiménez-Ramírez, Omar
Vázquez-Medina, Rubén
Aragón, José Luis
ECG Patient Simulator Based on Mathematical Models
title ECG Patient Simulator Based on Mathematical Models
title_full ECG Patient Simulator Based on Mathematical Models
title_fullStr ECG Patient Simulator Based on Mathematical Models
title_full_unstemmed ECG Patient Simulator Based on Mathematical Models
title_short ECG Patient Simulator Based on Mathematical Models
title_sort ecg patient simulator based on mathematical models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9370912/
https://www.ncbi.nlm.nih.gov/pubmed/35957270
http://dx.doi.org/10.3390/s22155714
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