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

被引:37
作者
Abu-Alrub, Saer [1 ,2 ,3 ]
Strik, Marc [1 ,2 ]
Ramirez, F. Daniel [1 ,2 ,4 ]
Moussaoui, Nadir [1 ,2 ]
Racine, Hugo Pierre [1 ,2 ]
Marchand, Hugo [1 ,2 ]
Buliard, Samuel [1 ,2 ]
Haissaguerre, Michel [1 ,2 ]
Ploux, Sylvain [1 ,2 ]
Bordachar, Pierre [1 ,2 ]
机构
[1] CHU Bordeaux, Bordeaux Univ Hosp, Cardiothorac Unit, Bordeaux, France
[2] Fdn Bordeaux Univ, Electrophysiol & Heart Modeling Inst, IHU Liryc, Bordeaux, France
[3] CHU Clermont Ferrand, Cardiol Dept, Clermont Ferrand, France
[4] Univ Ottawa, Heart Inst, Div Cardiol, Ottawa, ON, Canada
关键词
electrocardiogram; atrial fibrillation; wearable; arrhythmia; diagnosis; ECG;
D O I
10.3389/fcvm.2022.836375
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
AimsThe 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. MethodsWe 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 (R), Samsung Galaxy Watch Active 3 (R), and Withings Move ECG (R) 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. ResultsThe 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). ConclusionDiagnosing 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.
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页数:7
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