The electronic stethoscope
Most heart diseases are associated with and reflected by the sounds that the heart
produces. Heart auscultation, defined as listening to the heart sound, has been a very …
produces. Heart auscultation, defined as listening to the heart sound, has been a very …
Feature extraction and classification of heart sound using 1D convolutional neural networks
F Li, M Liu, Y Zhao, L Kong, L Dong, X Liu… - EURASIP Journal on …, 2019 - Springer
We proposed a one-dimensional convolutional neural network (CNN) model, which divides
heart sound signals into normal and abnormal directly independent of ECG. The deep …
heart sound signals into normal and abnormal directly independent of ECG. The deep …
Heart sound reproduction based on neural network classification of cardiac valve disorders using wavelet transforms of PCG signals
S Babaei, A Geranmayeh - Computers in biology and medicine, 2009 - Elsevier
Cardiac auscultatory proficiency of physicians is crucial for accurate diagnosis of many heart
diseases. Plenty of diverse abnormal heart sounds with identical main specifications and …
diseases. Plenty of diverse abnormal heart sounds with identical main specifications and …
Heart murmur classification with feature selection
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 …
such as valve dysfunctions and rapid blood flow, additional sounds are heard in regular …
Detection and classification of cardiac murmurs using segmentation techniques and artificial neural networks
SL Strunic, F Rios-Gutiérrez… - … IEEE symposium on …, 2007 - ieeexplore.ieee.org
In this paper we present the implementation of a diagnostic system based on artificial neural
networks (ANN) that can be used in the detection and classification of heart murmurs …
networks (ANN) that can be used in the detection and classification of heart murmurs …
Recognition and classification of cardiac murmurs using ANN and segmentation
F Rios-Gutierrez, R Alba-Flores… - … 2012, 22nd International …, 2012 - ieeexplore.ieee.org
A diagnostic system based on Artificial Neural Networks (ANN) is implemented as a detector
and classifier of heart murmurs. Segmentation and alignment algorithms serve as important …
and classifier of heart murmurs. Segmentation and alignment algorithms serve as important …
Wavelet bispectrum-based nonlinear features for cardiac murmur identification
Cardiac or heart sound ca. rries important diagnosis information for several cardiovascular
diseases, such as natural or prosthetic valve dysfunction and heart failure. Hence …
diseases, such as natural or prosthetic valve dysfunction and heart failure. Hence …
Automatic heart sound analysis for cardiovascular disease assessment
D Kumar - 2014 - search.proquest.com
Cardiovascular diseases (CVDs) are the most deadly diseases worldwide leaving behind
diabetes and cancer. Being connected to ageing population above 65 years is prone to …
diabetes and cancer. Being connected to ageing population above 65 years is prone to …
[PDF][PDF] 基于特征选择和降维的心音信号识别的研究
李海霞， 朱慧博， 张施琴， 毛凌锋 - 计算机与数字工程, 2022 - jsj.journal.cssc709.net
摘要为提高心音信号识别的高效性, 论文将特征选择后的参数进行降维处理,
得到计算成本降低且识别率满足需求的心音识别模型. 首先使用小波包分解和功率谱估计计算 …
得到计算成本降低且识别率满足需求的心音识别模型. 首先使用小波包分解和功率谱估计计算 …