Automatic heart sound classification from segmented/unsegmented phonocardiogram signals using time and frequency features

FA Khan, A Abid, MS Khan - Physiological measurement, 2020 - iopscience.iop.org
Objective: Heart abnormality detection using heart sound signals (phonocardiogram (PCG))
has been an active research area for the last few decades. In this paper, automatic heart …

A wireless digital stethoscope design

S Szot, A Levin, A Ragazzi… - 2018 14th IEEE …, 2018 - ieeexplore.ieee.org
This paper presents a design and implementation of a digital stethoscope using a mobile
device and wireless transmission. Our goal is to develop a smart digital stethoscope that …

[HTML][HTML] Automatic evaluation of heart condition according to the sounds emitted and implementing six classification methods

MA Soto-Murillo, JI Galvan-Tejada, CE Galvan-Tejada… - Healthcare, 2021 - mdpi.com
The main cause of death in Mexico and the world is heart disease, and it will continue to
lead the death rate in the next decade according to data from the World Health Organization …

Heart murmurs clustering using machine learning

K Chen, A Mudvari, FGG Barrera… - 2018 14th IEEE …, 2018 - ieeexplore.ieee.org
This paper presents an approach of utilizing machine learning to assist cardiac auscultation
for heart murmur detection. Our aims are to compare the effectiveness and advantages of …

Identification and features extraction of systolic and diastolic murmurs

T Ning, L Cheng, KS Hsieh - 2016 IEEE 13th International …, 2016 - ieeexplore.ieee.org
This paper presents an automatic heart murmur detection and delineation algorithm.
Multiple cardiac cycles with murmurs are processed in two steps. In the first step, the first and …

[PDF][PDF] Efficient denoising, aligment and segmentation algorithm for multivariate heart sound diagnostic

S Hussain, S Hadrina - 2022 - eprints.utm.my
Heart auscultation is still the most commonly used method for diagnosing heart diseases
caused by heart valve abnormalities, but it is highly subjective and heavily relies on the …

Automatic detection of heart sounds and clicks with murmurs

K Chen, F Guajardo, L Cheng… - 2017 10th International …, 2017 - ieeexplore.ieee.org
This paper proposes an automatic heart sound and click detection algorithm. The proposed
approach can accurately detect the first heart sound (S 1), the second heart sound (S 2), and …