A Support Vector Machine approach for reliable detection of atrial fibrillation events

There is a need for accurate and reliable detectors of asymptomatic atrial fibrillation (AF). Several ECG-based algorithms have been described in the literature, but no open comparison of features on out of-sample data has been published. Therefore, ten R-peak related features were selected from detectors available in literature and their classification… CONTINUE READING