Cargando…

Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models

AIMS: The diagnostic accuracy of proprietary smartwatch algorithms and the interpretability of smartwatch ECG tracings may differ between available models. We compared the diagnostic potential for detecting atrial fibrillation (AF) of three commercially available smartwatches. METHODS: We performed...

Descripción completa

Detalles Bibliográficos
Autores principales: Abu-Alrub, Saer, Strik, Marc, Ramirez, F. Daniel, Moussaoui, Nadir, Racine, Hugo Pierre, Marchand, Hugo, Buliard, Samuel, Haïssaguerre, Michel, Ploux, Sylvain, Bordachar, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854369/
https://www.ncbi.nlm.nih.gov/pubmed/35187135
http://dx.doi.org/10.3389/fcvm.2022.836375
_version_ 1784653429972402176
author Abu-Alrub, Saer
Strik, Marc
Ramirez, F. Daniel
Moussaoui, Nadir
Racine, Hugo Pierre
Marchand, Hugo
Buliard, Samuel
Haïssaguerre, Michel
Ploux, Sylvain
Bordachar, Pierre
author_facet Abu-Alrub, Saer
Strik, Marc
Ramirez, F. Daniel
Moussaoui, Nadir
Racine, Hugo Pierre
Marchand, Hugo
Buliard, Samuel
Haïssaguerre, Michel
Ploux, Sylvain
Bordachar, Pierre
author_sort Abu-Alrub, Saer
collection PubMed
description AIMS: The diagnostic accuracy of proprietary smartwatch algorithms and the interpretability of smartwatch ECG tracings may differ between available models. We compared the diagnostic potential for detecting atrial fibrillation (AF) of three commercially available smartwatches. METHODS: We performed a prospective, non-randomized, and adjudicator-blinded clinical study of 100 patients in AF and 100 patients in sinus rhythm, patients with atrial flutter were excluded. All patients underwent 4 ECG recordings: a conventional 12-lead ECG, Apple Watch Series 5®, Samsung Galaxy Watch Active 3®, and Withings Move ECG® in random order. All smartwatch ECGs were analyzed using their respective automated proprietary software and by clinical experts who also graded the quality of the tracings. RESULTS: The accuracy of automated AF diagnoses by Apple and Samsung outperformed that of Withings, which was attributable to a higher proportion of inconclusive ECGs with the latter (sensitivity/specificity: 87%/86% and 88%/81% vs. 78%/80%, respectively, p < 0.05). Expert interpretation was more accurate for Withings and Apple than for Samsung (sensitivity/specificity: 96%/86% and 94%/84% vs. 86%/76%, p < 0.05), driven by the high proportion of uninterpretable tracings with the latter (2 and 4% vs. 15%, p < 0.05). CONCLUSION: Diagnosing AF is possible using various smartwatch models. However, the diagnostic accuracy of their automated interpretations varies between models as does the quality of ECG tracings recorded for manual interpretation.
format Online
Article
Text
id pubmed-8854369
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-88543692022-02-19 Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models Abu-Alrub, Saer Strik, Marc Ramirez, F. Daniel Moussaoui, Nadir Racine, Hugo Pierre Marchand, Hugo Buliard, Samuel Haïssaguerre, Michel Ploux, Sylvain Bordachar, Pierre Front Cardiovasc Med Cardiovascular Medicine AIMS: The diagnostic accuracy of proprietary smartwatch algorithms and the interpretability of smartwatch ECG tracings may differ between available models. We compared the diagnostic potential for detecting atrial fibrillation (AF) of three commercially available smartwatches. METHODS: We performed a prospective, non-randomized, and adjudicator-blinded clinical study of 100 patients in AF and 100 patients in sinus rhythm, patients with atrial flutter were excluded. All patients underwent 4 ECG recordings: a conventional 12-lead ECG, Apple Watch Series 5®, Samsung Galaxy Watch Active 3®, and Withings Move ECG® in random order. All smartwatch ECGs were analyzed using their respective automated proprietary software and by clinical experts who also graded the quality of the tracings. RESULTS: The accuracy of automated AF diagnoses by Apple and Samsung outperformed that of Withings, which was attributable to a higher proportion of inconclusive ECGs with the latter (sensitivity/specificity: 87%/86% and 88%/81% vs. 78%/80%, respectively, p < 0.05). Expert interpretation was more accurate for Withings and Apple than for Samsung (sensitivity/specificity: 96%/86% and 94%/84% vs. 86%/76%, p < 0.05), driven by the high proportion of uninterpretable tracings with the latter (2 and 4% vs. 15%, p < 0.05). CONCLUSION: Diagnosing AF is possible using various smartwatch models. However, the diagnostic accuracy of their automated interpretations varies between models as does the quality of ECG tracings recorded for manual interpretation. Frontiers Media S.A. 2022-02-04 /pmc/articles/PMC8854369/ /pubmed/35187135 http://dx.doi.org/10.3389/fcvm.2022.836375 Text en Copyright © 2022 Abu-Alrub, Strik, Ramirez, Moussaoui, Racine, Marchand, Buliard, Haïssaguerre, Ploux and Bordachar. 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
Abu-Alrub, Saer
Strik, Marc
Ramirez, F. Daniel
Moussaoui, Nadir
Racine, Hugo Pierre
Marchand, Hugo
Buliard, Samuel
Haïssaguerre, Michel
Ploux, Sylvain
Bordachar, Pierre
Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models
title Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models
title_full Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models
title_fullStr Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models
title_full_unstemmed Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models
title_short Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models
title_sort smartwatch electrocardiograms for automated and manual diagnosis of atrial fibrillation: a comparative analysis of three models
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854369/
https://www.ncbi.nlm.nih.gov/pubmed/35187135
http://dx.doi.org/10.3389/fcvm.2022.836375
work_keys_str_mv AT abualrubsaer smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT strikmarc smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT ramirezfdaniel smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT moussaouinadir smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT racinehugopierre smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT marchandhugo smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT buliardsamuel smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT haissaguerremichel smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT plouxsylvain smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels
AT bordacharpierre smartwatchelectrocardiogramsforautomatedandmanualdiagnosisofatrialfibrillationacomparativeanalysisofthreemodels