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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

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          Abstract

          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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          Most cited references30

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          Wearable technologies: The role of usefulness and visibility in smartwatch adoption

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            An acceptance model for smart watches

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              The dark side of elderly acceptance of preventive mobile health services in China

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                Author and article information

                Journal
                Sensors (Basel)
                Sensors (Basel)
                sensors
                Sensors (Basel, Switzerland)
                MDPI
                1424-8220
                19 October 2018
                October 2018
                : 18
                : 10
                : 3538
                Affiliations
                [1 ]Department of Electrical Engineering, Center for Biomedical Engineering, Chang Gung University, Tao-Yuan 33302, Taiwan; wylin@ 123456mail.cgu.edu.tw (W.-Y.L.); k22060987@ 123456yahoo.com.tw (H.-L.K.); sito.19@ 123456gmail.com (W.-C.C.)
                [2 ]Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou, Tao-Yuan 33305, Taiwan; pccbrian@ 123456gmail.com (P.-C.C.); ttsai@ 123456mail.cgu.edu.tw (T.-H.T.)
                [3 ]Department of Industrial Design, Chang Gung University, Tao-Yuan 33302, Taiwan
                [4 ]Graduate Institute of Medical Mechatronics, Center for Biomedical Engineering, Chang Gung University, Tao-Yuan 33302, Taiwan
                Author notes
                [* ]Correspondence: leemiy@ 123456mail.cgu.edu.tw ; Tel.: +886-3-211-8800 (ext. 5340)
                Author information
                https://orcid.org/0000-0002-5748-0151
                https://orcid.org/0000-0002-2031-0183
                Article
                sensors-18-03538
                10.3390/s18103538
                6210769
                30347695
                57a0cd63-663e-4583-a5ca-2176f6bb159c
                © 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/).

                History
                : 09 September 2018
                : 17 October 2018
                Categories
                Article

                Biomedical engineering
                mechanocardiogram (mcg),smart clothes,heart failure (hf),left ventricular ejection fraction (lvef),technology acceptance model (tam)

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