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Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG

机译:多通道MCG和ECG的可穿戴式心脏健康监测预警系统的实现与技术验收测试

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摘要

In this work, a wearable smart clothing system for cardiac health monitoring with a multi-channel mechanocardiogram (MCG) has been developed to predict the myo-cardiac left ventricular ejection fraction (LVEF) function and to provide early risk warnings to the subjects. In this paper, the realization of the core of this system, i.e., the Cardiac Health Assessment and Monitoring Platform (CHAMP), with respect to its hardware, firmware, and wireless design features, is presented. The feature values from the CHAMP system have been correlated with myo-cardiac functions obtained from actual heart failure (HF) patients. The usability of this MCG-based cardiac health monitoring smart clothing system has also been evaluated with technology acceptance model (TAM) analysis and the results indicate that the subject shows a positive attitude toward using this wearable MCG-based cardiac health monitoring and early warning system.
机译:在这项工作中,已经开发了一种可穿戴的智能服装系统,用于通过多通道心电图(MCG)进行心脏健康监测,以预测心肌左心室射血分数(LVEF)的功能并向受试者提供早期危险警告。在本文中,就其硬件,固件和无线设计功能,介绍了该系统的核心即心脏健康评估和监控平台(CHAMP)的实现。 CHAMP系统的特征值已与实际心力衰竭(HF)患者获得的心肌功能相关联。基于MCG的心脏健康监测智能服装系统的可用性也已通过技术接受模型(TAM)分析进行了评估,结果表明该受试者对使用基于MCG的可穿戴心脏健康监测和预警系统持积极态度。

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