[HTML][HTML] A six-step framework on biomedical signal analysis for tackling noncommunicable diseases: Current and future perspectives

M Elgendi, N Howard, N Lovell… - JMIR Biomedical …, 2016 - biomedeng.jmir.org
Low-and middle-income countries (LMICs) continue to face major challenges in providing
high-quality and universally accessible health care. Researchers, policy makers, donors …

Segmentation of cardiac sound signals by removing murmurs using constrained tunable-Q wavelet transform

S Patidar, RB Pachori - Biomedical Signal Processing and Control, 2013 - Elsevier
The automatic segmentation of cardiac sound signals into heart beat cycles is generally
required for the diagnosis of heart valve disorders. In this paper, a new method for …

An innovative intelligent system based on automatic diagnostic feature extraction for diagnosing heart diseases

S Sun - Knowledge-Based Systems, 2015 - Elsevier
An innovative intelligent diagnostic system is proposed in this study, which is primarily
reflected in first heart sound (S1) and second heart sound (S2) automatic extraction …

Cardiorespiratory system monitoring using a developed acoustic sensor

R Abbasi‐Kesbi, A Valipour… - Healthcare technology …, 2018 - Wiley Online Library
This Letter proposes a wireless acoustic sensor for monitoring heartbeat and respiration rate
based on phonocardiogram (PCG). The developed sensor comprises a processor, a …

[HTML][HTML] Cross-domain transfer learning for pcg diagnosis algorithm

KK Tseng, C Wang, YF Huang, GR Chen, KL Yung… - Biosensors, 2021 - mdpi.com
Cardiechema is a way to reflect cardiovascular disease where the doctor uses a
stethoscope to help determine the heart condition with a sound map. In this paper …

Robust heart sound segmentation based on spectral change detection and genetic algorithms

MA Alonso-Arévalo, A Cruz-Gutiérrez… - … Signal Processing and …, 2021 - Elsevier
Listening to cardiac sounds can quickly provide information about the functioning of the
heart. The heart sound signal, also known as the phonocardiogram (PCG), plays an …

Wavelet transform and simplicity based heart murmur segmentation

D Kumar, P Carvalho, M Antunes… - 2006 Computers in …, 2006 - ieeexplore.ieee.org
This paper is aimed at the identification of the boundaries of murmur present in heart sound.
Heart murmurs provide crucial diagnosis information for several heart diseases such as …

PCTMF-Net: heart sound classification with parallel CNNs-transformer and second-order spectral analysis

R Wang, Y Duan, Y Li, D Zheng, X Liu, CT Lam… - The Visual Computer, 2023 - Springer
Heart disease is a common condition worldwide and has become one of the leading causes
of death worldwide. The electrocardiogram (PCG) is a safe, painless, and non-invasive test …

Automated identification of innocent still's murmur in children

S Kang, R Doroshow, J McConnaughey… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Objective: Still's murmur is the most common innocent heart murmur in children. It is also the
most commonly misdiagnosed murmur, resulting in a high number of unnecessary referrals …

Heart murmur classification with feature selection

D Kumar, P Carvalho, M Antunes… - … Conference of the …, 2010 - ieeexplore.ieee.org
Heart sounds entail crucial heart function information. In conditions of heart abnormalities,
such as valve dysfunctions and rapid blood flow, additional sounds are heard in regular …