[EN] In the last years, convolutional neural networks (CNNs) have become popular in ECG analysis, since they do not require pre-processing stages, nor specific pre-training. However, their ability for ECG quality assessment ...
[EN] Convolutional neural networks (CNNs) have recently become popular for electrocardiogram (ECG) analysis.
However, their ability for ECG quality assessment has still not
been thoroughly assessed. This challenging topic, ...
[EN] Nowadays, the first-line therapy for paroxysmal atrial fibrillation (PAF) is pulmonary vein isolation through catheter ablation. However, the success rate of this procedure is still not as high as desirable. Thus, ...
Ruiz, Antonio; Arias, Miguel A.; Puchol, Alberto; Pachón, Marta I.; Rieta, J J; Alcaraz, Raúl(IEEE, 2020-10-30)
[EN] Pulmonary vein isolation is nowadays the cornerstone for the treatment of paroxysmal atrial fibrillation (AF). However, its success rate is not as high as clinically desirable, and repeated procedures are often required. ...