Accurate Localization of First and Second Heart Sounds via Template Matching in Forcecardiography Signals

J Centracchio, S Parlato, D Esposito, E Andreozzi - Sensors, 2024 - mdpi.com
Cardiac auscultation is an essential part of physical examination and plays a key role in the
early diagnosis of many cardiovascular diseases. The analysis of phonocardiography (PCG) …

Third heart sound detection using wavelet transform-simplicity filter

D Kumar, P Carvalho, M Antunes… - 2007 29th Annual …, 2007 - ieeexplore.ieee.org
Heart failure and heart valvar diseases are chronic heart disorders which are potentially
diagnosed using heart sound characteristics. Heart sound components S1 and S2 exhibit …

Robust S1 and S2 heart sound recognition based on spectral restoration and multi-style training

Y Tsao, TH Lin, F Chen, YF Chang, CH Cheng… - … Signal Processing and …, 2019 - Elsevier
Recently, we have proposed a deep learning based heart sound recognition framework,
which can provide high recognition performance under clean testing conditions. However …

Grading heart sounds through variational mode decomposition and higher order spectral features

M Mishra, S Pratiher, S Banerjee… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Due to inherent non-linearity coupled homologous morphology of heart sounds,
distinguishable noise robust biomarkers are essential for segregation of phonocardiogram …

Markov-based Neural Networks for Heart Sound Segmentation: Using domain knowledge in a principled way

ML Martins, MT Coimbra… - IEEE Journal of Biomedical …, 2023 - ieeexplore.ieee.org
This work considers the problem of segmenting heart sounds into their fundamental
components. We unify statistical and data-driven solutions by introducing Markov-based …

Heart sounds quality analysis for automatic cardiac biometry applications

F Beritelli, A Spadaccini - 2009 First IEEE International …, 2009 - ieeexplore.ieee.org
In this paper we propose a cardiac biometric system for human identity verification based on
an automatic selection algorithm of the best subsequence of a DHS (digital heart sound) …

Assessing PEP and LVET from heart sounds: algorithms and evaluation

RP Paiva, P Carvalho, X Aubert… - … Conference of the …, 2009 - ieeexplore.ieee.org
This paper addresses the estimation of systolic time intervals, namely the pre-ejection period
(PEP) and the left ventricular ejection time (LVET), using heart sound. PEP is estimated with …

A Noise-Robust Heart Sound Segmentation Algorithm Based on Shannon Energy

Y Arjoune, T Nguyen, R Doroshow, R Shekhar - IEEE Access, 2024 - ieeexplore.ieee.org
Heart sound segmentation has been shown to improve the performance of artificial
intelligence (AI)-based auscultation decision support systems increasingly viewed as a …

Accurate classification of heart sound signals for cardiovascular disease diagnosis by wavelet analysis and convolutional neural network: preliminary results

AEF Malik, S Barin, ME Yüksel - 2020 28th Signal Processing …, 2020 - ieeexplore.ieee.org
Heart sound (HS) signals contain valuable diagnostic information for detection of heart
abnormalities. The early detection of heart abnormalities plays an important role in reducing …

Identification of S1 and S2 heart sound patterns based on fractal theory and shape context

A Gavrovska, G Zajić, V Bogdanović, I Reljin… - …, 2017 - Wiley Online Library
There has been a sustained effort in the research community over the recent years to
develop algorithms that automatically analyze heart sounds. One of the major challenges is …