Short PCG classification based on deep learning

SA Singh, TG Meitei, S Majumder - Deep learning techniques for …, 2020 - Elsevier
Abstract The World Health Organization reported that, every year, 17.7 million people pass
away due to heart-related diseases. So, early investigation of the heart is very essential …

[PDF][PDF] Analysis of ECG and PCG Time Delay around Auscultation Sites.

X Bao, Y Deng, N Gall, EN Kamavuako - BIOSIGNALS, 2020 - scitepress.org
Phonocardiogram (PCG) and Electrocardiogram (ECG) are the two important signals for
cardiac preliminary diagnosis. Using ECG as a reference for segmenting the PCG signal is a …

Identification of heart sounds with an interpretable evolving fuzzy neural network

PV de Campos Souza, E Lughofer - Sensors, 2020 - mdpi.com
Heart problems are responsible for the majority of deaths worldwide. The use of intelligent
techniques to assist in the identification of existing patterns in these diseases can facilitate …

Computation of biological murmurs in phonocardiogram signals using fast Fourier & discrete wavelet transform

S Varshney, S Singh - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
The Phonocardiogram (PCG) is one of the method through which we may diagnose the
cardiac pathology. The PCG signal analysis would give major information about heart …

Murmur Detection in PCG signals using DWT Entropy and Feature Clustering

S Varshney, S Singh - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
Phonocardiogram (PCG) signals, their feature extraction and segmentation to diagnose
several heart disorders and developing detection models is the primary area of research …