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A Review of Atrial Fibrillation Detection Methods as a Service

Atrial Fibrillation (AF) is a common heart arrhythmia that often goes undetected, and even if it is detected, managing the condition may be challenging. In this paper, we review how the RR interval and Electrocardiogram (ECG) signals, incorporated into a monitoring system, can be useful to track AF...

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Detalles Bibliográficos
Autores principales: Faust, Oliver, Ciaccio, Edward J., Acharya, U. Rajendra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246533/
https://www.ncbi.nlm.nih.gov/pubmed/32365521
http://dx.doi.org/10.3390/ijerph17093093
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author Faust, Oliver
Ciaccio, Edward J.
Acharya, U. Rajendra
author_facet Faust, Oliver
Ciaccio, Edward J.
Acharya, U. Rajendra
author_sort Faust, Oliver
collection PubMed
description Atrial Fibrillation (AF) is a common heart arrhythmia that often goes undetected, and even if it is detected, managing the condition may be challenging. In this paper, we review how the RR interval and Electrocardiogram (ECG) signals, incorporated into a monitoring system, can be useful to track AF events. Were such an automated system to be implemented, it could be used to help manage AF and thereby reduce patient morbidity and mortality. The main impetus behind the idea of developing a service is that a greater data volume analyzed can lead to better patient outcomes. Based on the literature review, which we present herein, we introduce the methods that can be used to detect AF efficiently and automatically via the RR interval and ECG signals. A cardiovascular disease monitoring service that incorporates one or multiple of these detection methods could extend event observation to all times, and could therefore become useful to establish any AF occurrence. The development of an automated and efficient method that monitors AF in real time would likely become a key component for meeting public health goals regarding the reduction of fatalities caused by the disease. Yet, at present, significant technological and regulatory obstacles remain, which prevent the development of any proposed system. Establishment of the scientific foundation for monitoring is important to provide effective service to patients and healthcare professionals.
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spelling pubmed-72465332020-06-11 A Review of Atrial Fibrillation Detection Methods as a Service Faust, Oliver Ciaccio, Edward J. Acharya, U. Rajendra Int J Environ Res Public Health Review Atrial Fibrillation (AF) is a common heart arrhythmia that often goes undetected, and even if it is detected, managing the condition may be challenging. In this paper, we review how the RR interval and Electrocardiogram (ECG) signals, incorporated into a monitoring system, can be useful to track AF events. Were such an automated system to be implemented, it could be used to help manage AF and thereby reduce patient morbidity and mortality. The main impetus behind the idea of developing a service is that a greater data volume analyzed can lead to better patient outcomes. Based on the literature review, which we present herein, we introduce the methods that can be used to detect AF efficiently and automatically via the RR interval and ECG signals. A cardiovascular disease monitoring service that incorporates one or multiple of these detection methods could extend event observation to all times, and could therefore become useful to establish any AF occurrence. The development of an automated and efficient method that monitors AF in real time would likely become a key component for meeting public health goals regarding the reduction of fatalities caused by the disease. Yet, at present, significant technological and regulatory obstacles remain, which prevent the development of any proposed system. Establishment of the scientific foundation for monitoring is important to provide effective service to patients and healthcare professionals. MDPI 2020-04-29 2020-05 /pmc/articles/PMC7246533/ /pubmed/32365521 http://dx.doi.org/10.3390/ijerph17093093 Text en © 2020 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 Review
Faust, Oliver
Ciaccio, Edward J.
Acharya, U. Rajendra
A Review of Atrial Fibrillation Detection Methods as a Service
title A Review of Atrial Fibrillation Detection Methods as a Service
title_full A Review of Atrial Fibrillation Detection Methods as a Service
title_fullStr A Review of Atrial Fibrillation Detection Methods as a Service
title_full_unstemmed A Review of Atrial Fibrillation Detection Methods as a Service
title_short A Review of Atrial Fibrillation Detection Methods as a Service
title_sort review of atrial fibrillation detection methods as a service
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246533/
https://www.ncbi.nlm.nih.gov/pubmed/32365521
http://dx.doi.org/10.3390/ijerph17093093
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