Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks

no code implementations • 13 Jun 2019 • Meryll Dindin, Yuhei Umeda, Frederic Chazal

This paper presents an innovative and generic deep learning approach to monitor heart conditions from ECG signals. We focus our attention on both the detection and classification of abnormal heartbeats, known as arrhythmia.

Arrhythmia Detection Classification +2