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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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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. |
format | Online Article Text |
id | pubmed-6210769 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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