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

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 realizatio...

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Main Authors: Wen-Yen Lin, Hong-Lin Ke, Wen-Cheng Chou, Po-Cheng Chang, Tsai-Hsuan Tsai, Ming-Yih Lee
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/18/10/3538
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spelling doaj-6c2dbed2ba5a4f92a4129915de6c03dd2020-11-25T00:46:48ZengMDPI AGSensors1424-82202018-10-011810353810.3390/s18103538s18103538Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECGWen-Yen Lin0Hong-Lin Ke1Wen-Cheng Chou2Po-Cheng Chang3Tsai-Hsuan Tsai4Ming-Yih Lee5Department of Electrical Engineering, Center for Biomedical Engineering, Chang Gung University, Tao-Yuan 33302, TaiwanDepartment of Electrical Engineering, Center for Biomedical Engineering, Chang Gung University, Tao-Yuan 33302, TaiwanDepartment of Electrical Engineering, Center for Biomedical Engineering, Chang Gung University, Tao-Yuan 33302, TaiwanDivision of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou, Tao-Yuan 33305, TaiwanDivision of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou, Tao-Yuan 33305, TaiwanDivision of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou, Tao-Yuan 33305, TaiwanIn 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.http://www.mdpi.com/1424-8220/18/10/3538mechanocardiogram (MCG)smart clothesheart failure (HF)left ventricular ejection fraction (LVEF)technology acceptance model (TAM)
collection DOAJ
language English
format Article
sources DOAJ
author Wen-Yen Lin
Hong-Lin Ke
Wen-Cheng Chou
Po-Cheng Chang
Tsai-Hsuan Tsai
Ming-Yih Lee
spellingShingle Wen-Yen Lin
Hong-Lin Ke
Wen-Cheng Chou
Po-Cheng Chang
Tsai-Hsuan Tsai
Ming-Yih Lee
Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG
Sensors
mechanocardiogram (MCG)
smart clothes
heart failure (HF)
left ventricular ejection fraction (LVEF)
technology acceptance model (TAM)
author_facet Wen-Yen Lin
Hong-Lin Ke
Wen-Cheng Chou
Po-Cheng Chang
Tsai-Hsuan Tsai
Ming-Yih Lee
author_sort Wen-Yen Lin
title Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG
title_short Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG
title_full Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG
title_fullStr Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG
title_full_unstemmed Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG
title_sort realization and technology acceptance test of a wearable cardiac health monitoring and early warning system with multi-channel mcgs and ecg
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2018-10-01
description 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.
topic mechanocardiogram (MCG)
smart clothes
heart failure (HF)
left ventricular ejection fraction (LVEF)
technology acceptance model (TAM)
url http://www.mdpi.com/1424-8220/18/10/3538
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