ECG Patient Simulator Based on Mathematical Models

被引:0
|
作者
Quiroz-Juarez, Mario Alan [1 ]
Rosales-Juarez, Juan Alberto [2 ]
Jimenez-Ramirez, Omar [2 ]
Vazquez-Medina, Ruben [3 ]
Aragon, Jose Luis [1 ]
机构
[1] Univ Nacl Autonoma Mexico, Ctr Fis Aplicada & Tecnol Avanzada, Blvd Juriquilla 3001, Queretaro 76230, Mexico
[2] Inst Politecn Nacl, Escuela Super Ingn Mecan & Elect, Santa Ana 1000 San Francisco Culhuacan, Mexico City 04430, DF, Mexico
[3] Inst Politecn Nacl, Ctr Invest Ciencia Aplicada & Tecnol Avanzada, Cerro Blanco 141 Colinas Cimatario, Queretaro 76090, Mexico
关键词
ECG simulator; biomedical engineering; cardiac dynamics; synthetic ECG generation; embedded system; MYOCARDIAL-INFARCTION; INTERPRETATION SKILLS; QUASI-PERIODICITY; DYNAMICAL MODEL; ELECTROCARDIOGRAM; SIGNALS; DIAGNOSIS; CHAOS; OSCILLATORS; GENERATION;
D O I
10.3390/s22155714
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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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页数:19
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