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Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection?
Atrial fibrillation (AF) is the most common cardiac arrhythmia in the world. The arrhythmia and methods developed to cure it have been studied for several decades. However, professionals worldwide are still working to improve treatment quality. One novel technology that can be useful is a wearable d...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9697321/ https://www.ncbi.nlm.nih.gov/pubmed/36433186 http://dx.doi.org/10.3390/s22228588 |
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author | Mäkynen, Marko Ng, G. Andre Li, Xin Schlindwein, Fernando S. |
author_facet | Mäkynen, Marko Ng, G. Andre Li, Xin Schlindwein, Fernando S. |
author_sort | Mäkynen, Marko |
collection | PubMed |
description | Atrial fibrillation (AF) is the most common cardiac arrhythmia in the world. The arrhythmia and methods developed to cure it have been studied for several decades. However, professionals worldwide are still working to improve treatment quality. One novel technology that can be useful is a wearable device. The two most used recordings from these devices are photoplethysmogram (PPG) and electrocardiogram (ECG) signals. As the price lowers, these devices will become significant technology to increase sensitivity, for monitoring and for treatment quality support. This is important as AF can be challenging to detect in advance, especially during home monitoring. Modern artificial intelligence (AI) has the potential to respond to this challenge. AI has already achieved state of the art results in many applications, including bioengineering. In this perspective, we discuss wearable devices combined with AI for AF detection, an approach that enables a new era of possibilities for the future. |
format | Online Article Text |
id | pubmed-9697321 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96973212022-11-26 Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection? Mäkynen, Marko Ng, G. Andre Li, Xin Schlindwein, Fernando S. Sensors (Basel) Perspective Atrial fibrillation (AF) is the most common cardiac arrhythmia in the world. The arrhythmia and methods developed to cure it have been studied for several decades. However, professionals worldwide are still working to improve treatment quality. One novel technology that can be useful is a wearable device. The two most used recordings from these devices are photoplethysmogram (PPG) and electrocardiogram (ECG) signals. As the price lowers, these devices will become significant technology to increase sensitivity, for monitoring and for treatment quality support. This is important as AF can be challenging to detect in advance, especially during home monitoring. Modern artificial intelligence (AI) has the potential to respond to this challenge. AI has already achieved state of the art results in many applications, including bioengineering. In this perspective, we discuss wearable devices combined with AI for AF detection, an approach that enables a new era of possibilities for the future. MDPI 2022-11-08 /pmc/articles/PMC9697321/ /pubmed/36433186 http://dx.doi.org/10.3390/s22228588 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Perspective Mäkynen, Marko Ng, G. Andre Li, Xin Schlindwein, Fernando S. Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection? |
title | Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection? |
title_full | Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection? |
title_fullStr | Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection? |
title_full_unstemmed | Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection? |
title_short | Wearable Devices Combined with Artificial Intelligence—A Future Technology for Atrial Fibrillation Detection? |
title_sort | wearable devices combined with artificial intelligence—a future technology for atrial fibrillation detection? |
topic | Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9697321/ https://www.ncbi.nlm.nih.gov/pubmed/36433186 http://dx.doi.org/10.3390/s22228588 |
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