Validation of a handheld single-lead ECG algorithm for atrial fibrillation detection after coronary revascularization.
Sofia SkröderAnders WickbomAnna BjörkenheimAnders AhlssonDritan PociEspen FengsrudPublished in: Pacing and clinical electrophysiology : PACE (2023)
The automatic interpretation algorithm in a handheld thumb ECG device can rule out AF in patients recently undergoing coronary revascularization with high accuracy, but manual confirmation is needed to confirm the diagnose of AF because of high false positive rates.
Keyphrases
- atrial fibrillation
- deep learning
- machine learning
- coronary artery disease
- percutaneous coronary intervention
- coronary artery
- end stage renal disease
- coronary artery bypass grafting
- ejection fraction
- heart rate variability
- heart failure
- heart rate
- neural network
- direct oral anticoagulants
- chronic kidney disease
- left atrial appendage
- left atrial
- prognostic factors
- mitral valve
- peritoneal dialysis
- aortic valve
- patient reported outcomes
- patient reported
- acute coronary syndrome
- loop mediated isothermal amplification