Deep learning for heart disease detection through cardiac sounds

• DOI: 10.1016/j.procs.2020.09.257
• Publication Date: 2020-10-02T17:00:50Z
• Authors: Luca Brunese; Fabio Martinelli; Francesco Mercaldo; Antonella Santone
• Keywords: Feature (linguistics); Heart sounds; Heart beat

Most of death causes are related to cardiovascular disease. In fact, there several anomalies afflicting the heart beat, for instance murmur or artefact. We propose a method disease detection. By gathering set feature obtainable directly from cardiac sounds, we consider this vector as input deep neural network discriminate whether sound is belonging an healthy patient with The experiment performed demonstrated effectiveness proposed approach in real-world environment.