Georgios Giannopoulos

Prediction of atrial fibrillation recurrence before catheter ablation using P-wave ECG features: simplicity of random forest versus CNN in small datasets

Atrial fibrillation (AF) is an arrhythmia affecting 3% of the general population. Transcatheter ablation (CA) is the most effective treatment option for patients with AF; however, recurrence rates remain high. Early classification of patients based on pre-ablation data could help...