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Diagnostic performance of a wearing dynamic ECG recorder for atrial fibrillation screening: the HUAMI heart study
- Source :
- BMC Cardiovascular Disorders, Vol 21, Iss 1, Pp 1-10 (2021), BMC Cardiovascular Disorders
- Publication Year :
- 2021
- Publisher :
- BMC, 2021.
-
Abstract
- Background Atrial fibrillation (AF) is the most prevalent cardiac dysrhythmia with high morbidity and mortality rate. Evidence shows that in every three patients with AF, one is asymptomatic. The asymptomatic and paroxysmal nature of AF is the reason for unsatisfactory and delayed detection using traditional instruments. Research indicates that wearing a dynamic electrocardiogram (ECG) recorder can guide accurate and safe analysis, interpretation, and distinction of AF from normal sinus rhythm. This is also achievable in an upright position and after exercises, assisted by an artificial intelligence (AI) algorithm. Methods This study enrolled 114 participants from the outpatient registry of our institution from June 24, 2020 to July 24, 2020. Participants were tested with a wearable dynamic ECG recorder and 12-lead ECG in a supine, an upright position and after exercises for 60 s. Results Of the 114 subjects enrolled in the study, 61 had normal sinus rhythm and 53 had AF. The number of cases that could not be determined by the wristband of dynamic ECG recorder was two, one and one respectively. Case results that were not clinically objective were defined as false-negative or false-positive. Results for diagnostic accuracy, sensitivity, and specificity tested by wearable dynamic ECG recorders in a supine position were 94.74% (95% CI% 88.76–97.80%), 88.68% (95% CI 77.06–95.07%), and 100% (95% CI 92.91–100%), respectively. Meanwhile, the diagnostic accuracy, sensitivity and specificity in an upright position were 97.37% (95% CI 92.21–99.44%), 94.34% (95% CI 84.03–98.65%), and 100% (95% CI 92.91–100%), respectively. Similar results as those of the upright position were obtained after exercise. Conclusion The widely accessible wearable dynamic ECG recorder integrated with an AI algorithm can efficiently detect AF in different postures and after exercises. As such, this tool holds great promise as a useful and user-friendly screening method for timely AF diagnosis in at-risk individuals.
- Subjects :
- Adult
Male
One-lead ECG
China
medicine.medical_specialty
Time Factors
Supine position
Action Potentials
Asymptomatic
Dynamic ECG recorder
Patient Positioning
Electrocardiography
Wearable Electronic Devices
Artificial Intelligence
Heart Rate
Predictive Value of Tests
Internal medicine
Supine Position
medicine
Humans
Diseases of the circulatory (Cardiovascular) system
Prospective Studies
Registries
Normal Sinus Rhythm
Accuracy
Aged
Angiology
Aged, 80 and over
business.industry
Mortality rate
Reproducibility of Results
Signal Processing, Computer-Assisted
Atrial fibrillation
Equipment Design
Cardiac dysrhythmia
Middle Aged
medicine.disease
Cardiac surgery
Detection
RC666-701
Exercise Test
Cardiology
Female
medicine.symptom
Cardiology and Cardiovascular Medicine
business
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 14712261
- Volume :
- 21
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- BMC Cardiovascular Disorders
- Accession number :
- edsair.doi.dedup.....bbbf2ea9044da371f2bcfeb63f2a9f7c