Graphical Analysis of the Progression of Atrial Arrhythmia Using Recurrent Neural Networks

Pacemaker logs are used to predict the progression of paroxysmal cardiac arrhythmia to permanent atrial fibrillation by means of different deep learning algorithms. Recurrent Neural Networks are trained on data produced by a generative model. The activations of the different nets are displayed in a...

Full description

Bibliographic Details
Main Authors: Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez
Format: Article
Language:English
Published: Atlantis Press 2020-10-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://www.atlantis-press.com/article/125944871/view