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Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting
AIMS: The aim was to validate the performance of a monitoring system consisting of a wrist-worn device and a data management cloud service intended to be used by medical professionals in detecting atrial fibrillation (AF). METHODS: Thirty adult patients diagnosed with AF alone or AF with concomitant...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949528/ https://www.ncbi.nlm.nih.gov/pubmed/36844740 http://dx.doi.org/10.3389/fcvm.2023.1100127 |
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author | Saarinen, Harri Juhani Joutsen, Atte Korpi, Kirsi Halkola, Tuomas Nurmi, Marko Hernesniemi, Jussi Vehkaoja, Antti |
author_facet | Saarinen, Harri Juhani Joutsen, Atte Korpi, Kirsi Halkola, Tuomas Nurmi, Marko Hernesniemi, Jussi Vehkaoja, Antti |
author_sort | Saarinen, Harri Juhani |
collection | PubMed |
description | AIMS: The aim was to validate the performance of a monitoring system consisting of a wrist-worn device and a data management cloud service intended to be used by medical professionals in detecting atrial fibrillation (AF). METHODS: Thirty adult patients diagnosed with AF alone or AF with concomitant flutter were recruited. Continuous photoplethysmogram (PPG) and intermittent 30 s Lead I electrocardiogram (ECG) recordings were collected over 48 h. The ECG was measured four times a day at prescheduled times, when notified due to irregular rhythm detected by PPG, and when self-initiated based on symptoms. Three-channel Holter ECG was used as the reference. RESULTS: The subjects recorded a total of 1,415 h of continuous PPG data and 3.8 h of intermittent ECG data over the study period. The PPG data were analyzed by the system’s algorithm in 5-min segments. The segments containing adequate amounts, at least ~30 s, of adequate quality PPG data for rhythm assessment algorithm, were included. After rejecting 46% of the 5-min segments, the remaining data were compared with annotated Holter ECG yielding AF detection sensitivity and specificity of 95.6 and 99.2%, respectively. The ECG analysis algorithm labeled 10% of the 30-s ECG records as inadequate quality and these were excluded from the analysis. The ECG AF detection sensitivity and specificity were 97.7 and 89.8%, respectively. The usability of the system was found to be good by both the study subjects and the participating cardiologists. CONCLUSION: The system comprising of a wrist device and a data management service was validated to be suitable for use in patient monitoring and in the detection of AF in an ambulatory setting. Clinical Trial Registration: ClinicalTrials.gov/, NCT05008601. |
format | Online Article Text |
id | pubmed-9949528 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99495282023-02-24 Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting Saarinen, Harri Juhani Joutsen, Atte Korpi, Kirsi Halkola, Tuomas Nurmi, Marko Hernesniemi, Jussi Vehkaoja, Antti Front Cardiovasc Med Cardiovascular Medicine AIMS: The aim was to validate the performance of a monitoring system consisting of a wrist-worn device and a data management cloud service intended to be used by medical professionals in detecting atrial fibrillation (AF). METHODS: Thirty adult patients diagnosed with AF alone or AF with concomitant flutter were recruited. Continuous photoplethysmogram (PPG) and intermittent 30 s Lead I electrocardiogram (ECG) recordings were collected over 48 h. The ECG was measured four times a day at prescheduled times, when notified due to irregular rhythm detected by PPG, and when self-initiated based on symptoms. Three-channel Holter ECG was used as the reference. RESULTS: The subjects recorded a total of 1,415 h of continuous PPG data and 3.8 h of intermittent ECG data over the study period. The PPG data were analyzed by the system’s algorithm in 5-min segments. The segments containing adequate amounts, at least ~30 s, of adequate quality PPG data for rhythm assessment algorithm, were included. After rejecting 46% of the 5-min segments, the remaining data were compared with annotated Holter ECG yielding AF detection sensitivity and specificity of 95.6 and 99.2%, respectively. The ECG analysis algorithm labeled 10% of the 30-s ECG records as inadequate quality and these were excluded from the analysis. The ECG AF detection sensitivity and specificity were 97.7 and 89.8%, respectively. The usability of the system was found to be good by both the study subjects and the participating cardiologists. CONCLUSION: The system comprising of a wrist device and a data management service was validated to be suitable for use in patient monitoring and in the detection of AF in an ambulatory setting. Clinical Trial Registration: ClinicalTrials.gov/, NCT05008601. Frontiers Media S.A. 2023-02-09 /pmc/articles/PMC9949528/ /pubmed/36844740 http://dx.doi.org/10.3389/fcvm.2023.1100127 Text en Copyright © 2023 Saarinen, Joutsen, Korpi, Halkola, Nurmi, Hernesniemi and Vehkaoja. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cardiovascular Medicine Saarinen, Harri Juhani Joutsen, Atte Korpi, Kirsi Halkola, Tuomas Nurmi, Marko Hernesniemi, Jussi Vehkaoja, Antti Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting |
title | Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting |
title_full | Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting |
title_fullStr | Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting |
title_full_unstemmed | Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting |
title_short | Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting |
title_sort | wrist-worn device combining ppg and ecg can be reliably used for atrial fibrillation detection in an outpatient setting |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949528/ https://www.ncbi.nlm.nih.gov/pubmed/36844740 http://dx.doi.org/10.3389/fcvm.2023.1100127 |
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