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      Necklace‐embedded electrocardiogram for the detection and diagnosis of atrial fibrillation

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          Abstract

          Background

          Atrial fibrillation (AF) is the major cause of stroke since approximately 25% of all strokes are of cardioembolic‐origin. The detection and diagnosis of AF are often challenging due to the asymptomatic and intermittent nature of AF.

          Hypothesis

          A wearable electrocardiogram (ECG)‐device could increase the likelihood of AF detection. The aim of this study was to evaluate the feasibility and reliability of a novel, consumer‐grade, single‐lead ECG recording device (Necklace‐ECG) for screening, identifying and diagnosing of AF both by a cardiologist and automated AF‐detection algorithms.

          Methods

          A thirty‐second ECG was recorded with the Necklace‐ECG device from two positions; between the palms (palm) and between the palm and the chest (chest). Simultaneously registered 3‐lead ECGs (Holter) served as a golden standard for the final rhythm diagnosis. Two cardiologists interpreted independently in a blinded fashion the Necklace‐ECG recordings from 145 patients (66 AF and 79 sinus rhythm, SR). In addition, the Necklace‐ECG recordings were analyzed with an automatic AF detection algorithm.

          Results

          Two cardiologists diagnosed the correct rhythm of the interpretable Necklace‐ECG with a mean sensitivity of 97.2% and 99.1% (palm and chest, respectively) and specificity of 100% and 98.5%. The automatic arrhythmia algorithm detected the correct rhythm with a sensitivity of 94.7% and 98.3% (palm and chest) and specificity of 100% of the interpretable measurements.

          Conclusions

          The novel Necklace‐ECG device is able to detect AF with high sensitivity and specificity as evaluated both by cardiologists and an automated AF‐detection algorithm. Thus, the wearable Necklace‐ECG is a new, promising method for AF screening. Clinical trial registration: Study was registered in the ClinicalTrials.gov database (NCT03753139).

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          Most cited references26

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          OUP accepted manuscript

          (2020)
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            Heart Disease and Stroke Statistics—2018 Update: A Report From the American Heart Association

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              Prevalence of diagnosed atrial fibrillation in adults: national implications for rhythm management and stroke prevention: the AnTicoagulation and Risk Factors in Atrial Fibrillation (ATRIA) Study.

              Atrial fibrillation is the most common arrhythmia in elderly persons and a potent risk factor for stroke. However, recent prevalence and projected future numbers of persons with atrial fibrillation are not well described. To estimate prevalence of atrial fibrillation and US national projections of the numbers of persons with atrial fibrillation through the year 2050. Cross-sectional study of adults aged 20 years or older who were enrolled in a large health maintenance organization in California and who had atrial fibrillation diagnosed between July 1, 1996, and December 31, 1997. Prevalence of atrial fibrillation in the study population of 1.89 million; projected number of persons in the United States with atrial fibrillation between 1995-2050. A total of 17 974 adults with diagnosed atrial fibrillation were identified during the study period; 45% were aged 75 years or older. The prevalence of atrial fibrillation was 0.95% (95% confidence interval, 0.94%-0.96%). Atrial fibrillation was more common in men than in women (1.1% vs 0.8%; P<.001). Prevalence increased from 0.1% among adults younger than 55 years to 9.0% in persons aged 80 years or older. Among persons aged 50 years or older, prevalence of atrial fibrillation was higher in whites than in blacks (2.2% vs 1.5%; P<.001). We estimate approximately 2.3 million US adults currently have atrial fibrillation. We project that this will increase to more than 5.6 million (lower bound, 5.0; upper bound, 6.3) by the year 2050, with more than 50% of affected individuals aged 80 years or older. Our study confirms that atrial fibrillation is common among older adults and provides a contemporary basis for estimates of prevalence in the United States. The number of patients with atrial fibrillation is likely to increase 2.5-fold during the next 50 years, reflecting the growing proportion of elderly individuals. Coordinated efforts are needed to face the increasing challenge of optimal stroke prevention and rhythm management in patients with atrial fibrillation.

                Author and article information

                Contributors
                jukka.lipponen@uef.fi
                Journal
                Clin Cardiol
                Clin Cardiol
                10.1002/(ISSN)1932-8737
                CLC
                Clinical Cardiology
                Wiley Periodicals, Inc. (New York )
                0160-9289
                1932-8737
                25 February 2021
                May 2021
                : 44
                : 5 ( doiID: 10.1002/clc.v44.5 )
                : 620-626
                Affiliations
                [ 1 ] School of Medicine University of Eastern Finland Kuopio Finland
                [ 2 ] Department of Applied Physics University of Eastern Finland Kuopio Finland
                [ 3 ] Center for Prehospital Emergency Care Kuopio University Hospital Kuopio Finland
                [ 4 ] Heart Center North Karelia Central Hospital Joensuu Finland
                [ 5 ] Heart Center Kuopio University Hospital Kuopio Finland
                [ 6 ] Department of Clinical Physiology and Nuclear Medicine Kuopio University Hospital Kuopio Finland
                [ 7 ] Department of Emergency Care Kuopio University Hospital Kuopio Finland
                Author notes
                [*] [* ] Correspondence

                Jukka A. Lipponen, Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI‐70211 Kuopio, Finland.

                Email: jukka.lipponen@ 123456uef.fi

                Article
                CLC23580
                10.1002/clc.23580
                8119818
                33629410
                5d4460f8-f1ed-42de-8826-819d0905fc0b
                © 2021 The Authors. Clinical Cardiology published by Wiley Periodicals LLC.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

                History
                : 04 February 2021
                : 15 December 2020
                : 11 February 2021
                Page count
                Figures: 2, Tables: 3, Pages: 7, Words: 4544
                Funding
                Funded by: Finland's State Research Fund
                Funded by: Research Committee of the Kuopio University Hospital Catchment Area
                Award ID: 5101137
                Categories
                Clinical Investigations
                Clinical Investigations
                Custom metadata
                2.0
                May 2021
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.0.2 mode:remove_FC converted:14.05.2021

                Cardiovascular Medicine
                awario analysis service,arrhythmia,atrial fibrillation,ecg,stroke,suunto movesense

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