Machine Learning and End-to-End Deep Learning for the Detection of Chronic Heart Failure From Heart Sounds

Chronic heart failure (CHF) affects over 26 million of people worldwide, and its incidence is increasing by 2% annually. Despite the significant burden that CHF poses and despite the ubiquity of sensors in our lives, methods for automatically detecting CHF are surprisingly scarce, even in the resear...

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Bibliographic Details
Main Authors: Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
PCG
Online Access:https://ieeexplore.ieee.org/document/8967080/