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A wearable ECG monitoring system for real-time arrhythmia detection

机译:可穿戴式ECG监测系统,用于实时心律失常检测

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This study develops a wearable medical system for real-time arrhythmia detection, which acquires electrocardiogram (ECG) data through a three-lead ECG sensor. It performs ECG signal processing and immediately alerts the patient's health care provider of an arrhythmia via wireless messaging. In particular, a common form of arrhythmia known as premature ventricular contractions (PVCs) are identified using the Pan-Tompkins and the wavelet-based template-matching algorithms. When three or more consecutive PVCs are detected, the device sends urgent report email to a patient's health care provider. In the experimental study, the design has been successfully validated using benchmark records from the MIT-BIH arrhythmia database. A low-cost Texas Instruments TMS320C5515 and Raspberry Pi 3 Model B are chosen to be the hardware platform. This study suggests a viable, low-complexity solution for real-time heart monitoring and arrhythmia detection.
机译:这项研究开发了一种用于实时心律失常检测的可穿戴医疗系统,该系统可通过三导联心电图传感器获取心电图(ECG)数据。它执行ECG信号处理,并通过无线消息传递立即向患者的医疗保健提供者提示心律不齐。尤其是,使用Pan-Tompkins和基于小波的模板匹配算法可以识别出一种常见的心律失常形式,称为室性早搏(PVC)。当检测到三个或更多连续的PVC时,设备会向患者的医疗保健提供者发送紧急报告电子邮件。在实验研究中,已使用MIT-BIH心律失常数据库中的基准记录成功验证了该设计。选择了低成本的德州仪器(TI)TMS320C5515和Raspberry Pi 3 Model B作为硬件平台。这项研究提出了一种可行的,低复杂度的解决方案,用于实时心脏监测和心律不齐检测。

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