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 …

Time-frequency distribution of seismocardiographic signals: A comparative study

A Taebi, HA Mansy - Bioengineering, 2017 - mdpi.com
Accurate estimation of seismocardiographic (SCG) signal features can help successful
signal characterization and classification in health and disease. This may lead to new …

Detection and boundary identification of phonocardiogram sounds using an expert frequency-energy based metric

H Naseri, MR Homaeinezhad - Annals of biomedical engineering, 2013 - Springer
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 …

A novel heart-mobile interface for detection and classification of heart sounds

SR Thiyagaraja, R Dantu, PL Shrestha, A Chitnis… - … Signal Processing and …, 2018 - Elsevier
Diagnosis of heart disease requires that a medical practitioner investigate heart
auscultations for irregular sounds, followed by echocardiography and electrocardiography …

Transfer learning models for detecting six categories of phonocardiogram recordings

M Wang, B Guo, Y Hu, Z Zhao, C Liu… - Journal of Cardiovascular …, 2022 - mdpi.com
Background and aims: Auscultation is a cheap and fundamental technique for detecting
cardiovascular disease effectively. Doctors' abilities in auscultation are varied. Sometimes …

Detection of the third and fourth heart sounds using Hilbert-Huang transform

YL Tseng, PY Ko, FS Jaw - Biomedical engineering online, 2012 - Springer
Background The third and fourth heart sound (S3 and S4) are two abnormal heart sound
components which are proved to be indicators of heart failure during diastolic period. The …

Wavelet and spectral analysis of normal and abnormal heart sound for diagnosing cardiac disorders

A Hossain, S Uddin, P Rahman… - BioMed Research …, 2022 - Wiley Online Library
Body auscultation is a frequent clinical diagnostic procedure used to diagnose heart
problems. The key advantage of this clinical method is that it provides a cheap and effective …

Noise/spike detection in phonocardiogram signal as a cyclic random process with non-stationary period interval

H Naseri, MR Homaeinezhad, H Pourkhajeh - Computers in biology and …, 2013 - Elsevier
The major aim of this study is to describe a unified procedure for detecting noisy segments
and spikes in transduced signals with a cyclic but non-stationary periodic nature. According …

An automatic segmentation method for heart sounds

Q Liu, X Wu, X Ma - BioMedical Engineering OnLine, 2018 - Springer
Background There are two major challenges in automated heart sound analysis:
segmentation and classification. An efficient segmentation is capable of providing valuable …

Computerized quality assessment of phonocardiogram signal measurement-acquisition parameters

H Naseri, MR Homaeinezhad - Journal of medical engineering & …, 2012 - Taylor & Francis
The major focus of this study is to describe and develop a phonocardiogram (PCG) signal
measurement binary quality assessment (accept–reject) technique. The proposed algorithm …