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A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare

Heart sounds deliver vital physiological and pathological evidence about health. Wireless cardiac auscultation offers continuous cardiac monitoring of an individual without 24*7 manual healthcare care services. In this paper, a novel wireless sensing system to monitor and analyze cardiac condition i...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6054516/
https://www.ncbi.nlm.nih.gov/pubmed/30042903
http://dx.doi.org/10.1109/JTEHM.2018.2847329
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description Heart sounds deliver vital physiological and pathological evidence about health. Wireless cardiac auscultation offers continuous cardiac monitoring of an individual without 24*7 manual healthcare care services. In this paper, a novel wireless sensing system to monitor and analyze cardiac condition is proposed, which sends the information to the caregiver as well as a medical practitioner with an application of the Internet of Things (IoT). An integrated system for heart sound acquisition, storage, and asynchronous analysis has been developed, from scratch to information uploading through IoT and signal analysis. Cardiac auscultation sensing unit has been designed to monitor cardiovascular health of an individual. Bluetooth protocol is used to offer power efficiency and moderate data transmission rate. The Hilbert–Huang transform is used to eliminate interference signals and to help to extract the heart sound signal features. Subsequence segmentation algorithm based on double-threshold has been developed to extract physiological parameters. Preprocessing, segmentation, and clustering technique were performed for significant health information interpretation. The cardiac auscultation monitoring system may provide a way for heart disease self-management.
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spelling pubmed-60545162018-07-24 A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare IEEE J Transl Eng Health Med Article Heart sounds deliver vital physiological and pathological evidence about health. Wireless cardiac auscultation offers continuous cardiac monitoring of an individual without 24*7 manual healthcare care services. In this paper, a novel wireless sensing system to monitor and analyze cardiac condition is proposed, which sends the information to the caregiver as well as a medical practitioner with an application of the Internet of Things (IoT). An integrated system for heart sound acquisition, storage, and asynchronous analysis has been developed, from scratch to information uploading through IoT and signal analysis. Cardiac auscultation sensing unit has been designed to monitor cardiovascular health of an individual. Bluetooth protocol is used to offer power efficiency and moderate data transmission rate. The Hilbert–Huang transform is used to eliminate interference signals and to help to extract the heart sound signal features. Subsequence segmentation algorithm based on double-threshold has been developed to extract physiological parameters. Preprocessing, segmentation, and clustering technique were performed for significant health information interpretation. The cardiac auscultation monitoring system may provide a way for heart disease self-management. IEEE 2018-07-04 /pmc/articles/PMC6054516/ /pubmed/30042903 http://dx.doi.org/10.1109/JTEHM.2018.2847329 Text en 2168-2372 © 2018 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.
spellingShingle Article
A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare
title A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare
title_full A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare
title_fullStr A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare
title_full_unstemmed A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare
title_short A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare
title_sort novel cardiac auscultation monitoring system based on wireless sensing for healthcare
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6054516/
https://www.ncbi.nlm.nih.gov/pubmed/30042903
http://dx.doi.org/10.1109/JTEHM.2018.2847329
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