Electrocardiographic biomarkers to predict atrial fibrillation in sinus rhythm electrocardiograms.

Ancor Sanz-GarcíaAlberto CecconiAlberto VeraJuan Miguel CamarasaltasFernando AlfonsoGuillermo Ortega RabbioneJesus Jimenez-Borreguero

Published in: Heart (British Cardiac Society) (2021)

The automatic assessment of ECG biomarkers from ECGs in sinus rhythm is able to predict the risk for AF providing a low-cost screening strategy for early detection of this pathology.

Keyphrases

atrial fibrillation
low cost
left atrial
oral anticoagulants
catheter ablation
left atrial appendage
heart rate
direct oral anticoagulants
heart failure
left ventricular
percutaneous coronary intervention
machine learning
heart rate variability
deep learning
mitral valve
coronary artery disease
neural network