Artificial intelligence-electrocardiography to detect atrial fibrillation: trend of probability before and after the first episode.

Georgios ChristopoulosZachi I AttiaHolly K Van HoutenXiaoxi YaoRickey E CarterFrancisco Lopez-Jimenez Suraj C KapaPeter A NoseworthyPaul A Friedman

Published in: European heart journal. Digital health (2022)

The AI-ECG probability progressively increases with time prior to the first AF episode, transiently decreases 1-2 years following AF and continues to increase thereafter.

Keyphrases

artificial intelligence
atrial fibrillation
machine learning
big data
oral anticoagulants
catheter ablation
deep learning
left atrial
left atrial appendage
direct oral anticoagulants
heart failure
percutaneous coronary intervention
heart rate variability
heart rate
blood pressure
left ventricular