Monitoring Atrial Fibrillation using PPG Signals and a Smartphone

Atrial fibrillation (AF) is a  common type of cardiac arrhythmia. AF is associated with increased rates of death and hospitalizations. It is also related to a degraded quality of life and reduced exercise capacity. Ageing increases the risk of developing AF, as well as hypertension and obesity. Cont...

Full description

Bibliographic Details
Main Authors: Alejandro Estrella-Gallego, Mabel Vazquez Briseno, Juan Ivan Nieto-Hipolito, Everardo Gutierrez-Lopez, Juan de Dios Sanchez-Lopez, Armando Garcia-Berumen, Raul Rivera-Rodriguez
Format: Article
Language:English
Published: International Association of Online Engineering (IAOE) 2020-03-01
Series:International Journal of Online and Biomedical Engineering
Subjects:
Online Access:https://online-journals.org/index.php/i-joe/article/view/12871
id doaj-3e50e49f261344ba919a52321e51bed7
record_format Article
spelling doaj-3e50e49f261344ba919a52321e51bed72021-09-02T04:43:06ZengInternational Association of Online Engineering (IAOE)International Journal of Online and Biomedical Engineering2626-84932020-03-011603607410.3991/ijoe.v16i03.128715385Monitoring Atrial Fibrillation using PPG Signals and a SmartphoneAlejandro Estrella-Gallego0Mabel Vazquez Briseno1Juan Ivan Nieto-Hipolito2Everardo Gutierrez-Lopez3Juan de Dios Sanchez-LopezArmando Garcia-Berumen4Raul Rivera-Rodriguez5Autonomous University of Baja CaliforniaUniversidad Autonoma de Baja CaliforniaAutonomous University of Baja CaliforniaAutonomous University of Baja CaliforniaITSONCICESEAtrial fibrillation (AF) is a  common type of cardiac arrhythmia. AF is associated with increased rates of death and hospitalizations. It is also related to a degraded quality of life and reduced exercise capacity. Ageing increases the risk of developing AF, as well as hypertension and obesity. Continuous ECG monitoring is required in patients with previously diagnosed AF. Studies have also demonstrated that daily ECG monitoring increases the successful detection of silent AF among older adults. In this sense facilitating AF monitoring using portable devices such as Smartphones will increase patients life quality and could help to an early diagnosis. With this in mind in this work we present a proposal to detect AF using pulsatile photoplethysmogram (PPG) signal from a fingertip using the built-in camera lens in a smartphone. We developed an algorithm intended to sense paroxysmal AF considering resource utilization capabilities in order to be used in mobile devices with constrained.https://online-journals.org/index.php/i-joe/article/view/12871smartphonesensorsarrhythmiaatrial fibrillation, photoplethysmogram
collection DOAJ
language English
format Article
sources DOAJ
author Alejandro Estrella-Gallego
Mabel Vazquez Briseno
Juan Ivan Nieto-Hipolito
Everardo Gutierrez-Lopez
Juan de Dios Sanchez-Lopez
Armando Garcia-Berumen
Raul Rivera-Rodriguez
spellingShingle Alejandro Estrella-Gallego
Mabel Vazquez Briseno
Juan Ivan Nieto-Hipolito
Everardo Gutierrez-Lopez
Juan de Dios Sanchez-Lopez
Armando Garcia-Berumen
Raul Rivera-Rodriguez
Monitoring Atrial Fibrillation using PPG Signals and a Smartphone
International Journal of Online and Biomedical Engineering
smartphone
sensors
arrhythmia
atrial fibrillation, photoplethysmogram
author_facet Alejandro Estrella-Gallego
Mabel Vazquez Briseno
Juan Ivan Nieto-Hipolito
Everardo Gutierrez-Lopez
Juan de Dios Sanchez-Lopez
Armando Garcia-Berumen
Raul Rivera-Rodriguez
author_sort Alejandro Estrella-Gallego
title Monitoring Atrial Fibrillation using PPG Signals and a Smartphone
title_short Monitoring Atrial Fibrillation using PPG Signals and a Smartphone
title_full Monitoring Atrial Fibrillation using PPG Signals and a Smartphone
title_fullStr Monitoring Atrial Fibrillation using PPG Signals and a Smartphone
title_full_unstemmed Monitoring Atrial Fibrillation using PPG Signals and a Smartphone
title_sort monitoring atrial fibrillation using ppg signals and a smartphone
publisher International Association of Online Engineering (IAOE)
series International Journal of Online and Biomedical Engineering
issn 2626-8493
publishDate 2020-03-01
description Atrial fibrillation (AF) is a  common type of cardiac arrhythmia. AF is associated with increased rates of death and hospitalizations. It is also related to a degraded quality of life and reduced exercise capacity. Ageing increases the risk of developing AF, as well as hypertension and obesity. Continuous ECG monitoring is required in patients with previously diagnosed AF. Studies have also demonstrated that daily ECG monitoring increases the successful detection of silent AF among older adults. In this sense facilitating AF monitoring using portable devices such as Smartphones will increase patients life quality and could help to an early diagnosis. With this in mind in this work we present a proposal to detect AF using pulsatile photoplethysmogram (PPG) signal from a fingertip using the built-in camera lens in a smartphone. We developed an algorithm intended to sense paroxysmal AF considering resource utilization capabilities in order to be used in mobile devices with constrained.
topic smartphone
sensors
arrhythmia
atrial fibrillation, photoplethysmogram
url https://online-journals.org/index.php/i-joe/article/view/12871
work_keys_str_mv AT alejandroestrellagallego monitoringatrialfibrillationusingppgsignalsandasmartphone
AT mabelvazquezbriseno monitoringatrialfibrillationusingppgsignalsandasmartphone
AT juanivannietohipolito monitoringatrialfibrillationusingppgsignalsandasmartphone
AT everardogutierrezlopez monitoringatrialfibrillationusingppgsignalsandasmartphone
AT juandediossanchezlopez monitoringatrialfibrillationusingppgsignalsandasmartphone
AT armandogarciaberumen monitoringatrialfibrillationusingppgsignalsandasmartphone
AT raulriverarodriguez monitoringatrialfibrillationusingppgsignalsandasmartphone
_version_ 1721179922169331712