A critical review of heart sound signal segmentation algorithms

MGM Milani, PE Abas, LC De Silva - Smart Health, 2022 - Elsevier
This paper discusses four heart sound segmentation (HSS) methods: Wavelet transform,
Fractal decomposition, Hilbert Transform, and Shannon Energy Envelogram, in order to …

Classification of unsegmented heart sound recording using KNN classifier

SA Singh, S Majumder - Journal of Mechanics in Medicine and …, 2019 - World Scientific
Due to low physical workout, high-calorie intake, and bad behavioral character, people were
affected by cardiological disorders. Every instant, one out of four deaths are due to heart …

Short unsegmented PCG classification based on ensemble classifier

SA Singh, S Majumder - Turkish Journal of Electrical …, 2020 - journals.tubitak.gov.tr
Diseases associated with the heart are one of the main reasons of death worldwide. Hence,
early examination of the heart is important. For analysis of cardiac disorders, a study of heart …

Heart abnormality classification using PCG and ECG recordings

S Ajitkumar Singh, S Ashinikumar Singh… - Computación y …, 2021 - scielo.org.mx
Abstract Both PCG (Phonocardiogram) and Electrocardiogram (ECG) carry helpful features
that aid in the fundamental analysis of heart-related disorders. Although they contain varying …

Detection and classification of abnormities of first heart sound using empirical wavelet transform

H Li, Y Ren, G Zhang, R Wang, J Cui, W Zhang - IEEE Access, 2019 - ieeexplore.ieee.org
It is expected that an automatic detection and classification algorithm for the abnormities of
first heart sound (S1) can realize computer artificial intelligence diagnosis of some relative …

A hybrid algorithm for heart sounds segmentation based on phonocardiogram

S Behbahani - Journal of Medical Engineering & Technology, 2019 - Taylor & Francis
For many years, heart function has been measured by the electrocardiogram (ECG) signal,
while sounds produced in the heart can also contain information indicating normal or …

Neonatal heart disease screening using an ensemble of decision trees

AM Amiri, G Armano… - International Journal of …, 2022 - inderscienceonline.com
This paper is concerned with the occurrence of a heart disease specifically for the neonate,
as those seriously affected may face an increased risk of death. In this paper, a novel …

A Heart Sound Identification System Built on Android-Based Electronic Stethoscope for Healthcare Development

R Setiawan, NF Hikmah… - 2024 11th International …, 2024 - ieeexplore.ieee.org
Heart disease is a significant cause of death worldwide and the highest cause of death in
Indonesia. With over 7000 islands, the geography of Indonesia presents substantial …

[PDF][PDF] Heart Sound Segmentation Based onPersonalizedGaussian Mixture Model andConvolutional Neural Network

C Xu, J Zhou, D Ying, L Hou, Q Long - 2020 - scholar.archive.org
Background: Heart sound segmentation is a long-standing problem in heart analysis, and it
is mainly caused by noise interference and diversification of heart sounds. Faced with the …

[PDF][PDF] STUDY OF PCG AND ECG BASED CARDIOVASCULAR ABNORMALITY

SA Singh - 2019 - researchgate.net
Cardiovascular diseases are an ever-widening barrier in todays civilization. Due to poor
diet, physical inactivity, anxiety, and inadequate cleanliness, people were influenced by …