Objective: This paper proposes a novel framework for the segmentation of phonocardiogram
(PCG) signals into heart states, exploiting the temporal evolution of the PCG as well as …

This paper presents a new method to detect and to delineate phonocardiogram (PCG)
sounds. Toward this objective, after preprocessing the PCG signal, two windows were …

This work considers the problem of segmenting heart sounds into their fundamental
components. We unify statistical and data-driven solutions by introducing Markov-based …

The analysis of heart sounds is a challenging task, due to the quick temporal onset between
successive events and the fact that an important fraction of the information carried by …

The heart diseases causes the death from approximately 17.7 million people in the world,
and to cope with this cause of murder, it comes to predict and detect the heart anomalies as …

A la hora de proponer una arquitectura y desarrollar una plataforma software para
aplicaciones de IA de aproximación conexionista para el desarrollo humano y sostenible en …

This work is focused on measurement of heart sounds, localization of PCG sensors and
analysis of the acquired signals. Two auscultation sites were designed for the synchronized …