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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

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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Autores principales: Lin, Wen-Yen, Ke, Hong-Lin, Chou, Wen-Cheng, Chang, Po-Cheng, Tsai, Tsai-Hsuan, Lee, Ming-Yih
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210769/
https://www.ncbi.nlm.nih.gov/pubmed/30347695
http://dx.doi.org/10.3390/s18103538
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author Lin, Wen-Yen
Ke, Hong-Lin
Chou, Wen-Cheng
Chang, Po-Cheng
Tsai, Tsai-Hsuan
Lee, Ming-Yih
author_facet Lin, Wen-Yen
Ke, Hong-Lin
Chou, Wen-Cheng
Chang, Po-Cheng
Tsai, Tsai-Hsuan
Lee, Ming-Yih
author_sort Lin, Wen-Yen
collection PubMed
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.
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spelling pubmed-62107692018-11-02 Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG Lin, Wen-Yen Ke, Hong-Lin Chou, Wen-Cheng Chang, Po-Cheng Tsai, Tsai-Hsuan Lee, Ming-Yih Sensors (Basel) Article 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. MDPI 2018-10-19 /pmc/articles/PMC6210769/ /pubmed/30347695 http://dx.doi.org/10.3390/s18103538 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lin, Wen-Yen
Ke, Hong-Lin
Chou, Wen-Cheng
Chang, Po-Cheng
Tsai, Tsai-Hsuan
Lee, Ming-Yih
Realization and Technology Acceptance Test of a Wearable Cardiac Health Monitoring and Early Warning System with Multi-Channel MCGs and ECG
title 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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210769/
https://www.ncbi.nlm.nih.gov/pubmed/30347695
http://dx.doi.org/10.3390/s18103538
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