Algorithms for automatic analysis and classification of heart sounds–a systematic review

AK Dwivedi, SA Imtiaz, E Rodriguez-Villegas - IEEE Access, 2018 - ieeexplore.ieee.org
Cardiovascular diseases currently pose the highest threat to human health around the
world. Proper investigation of the abnormalities in heart sounds is known to provide vital …

Support vectors machine-based identification of heart valve diseases using heart sounds

I Maglogiannis, E Loukis, E Zafiropoulos… - Computer methods and …, 2009 - Elsevier
Taking into account that heart auscultation remains the dominant method for heart
examination in the small health centers of the rural areas and generally in primary …

Assessment of the risk factors of coronary heart events based on data mining with decision trees

MA Karaolis, JA Moutiris, D Hadjipanayi… - IEEE Transactions …, 2010 - ieeexplore.ieee.org
Coronary heart disease (CHD) is one of the major causes of disability in adults as well as
one of the main causes of death in the developed countries. Although significant progress …

Recognition of normal–abnormal phonocardiographic signals using deep convolutional neural networks and mel-frequency spectral coefficients

V Maknickas, A Maknickas - Physiological measurement, 2017 - iopscience.iop.org
Intensive care unit patients are heavily monitored, and several clinically-relevant parameters
are routinely extracted from high resolution signals. Objective: The goal of the 2016 …

[图书][B] Phonocardiography signal processing

AK Abbas, R Bassam - 2009 - books.google.com
The auscultation method is an important diagnostic indicator for hemodynamic anomalies.
Heart sound classification and analysis play an important role in the auscultative diagnosis …

Limited transthoracic echocardiography assessment in anaesthesia and critical care

JG Faris, MG Veltman, CF Royse - Best Practice & Research Clinical …, 2009 - Elsevier
The use of echocardiography in anaesthesia and critical care started with trans-
oesophageal echocardiography, whereas transthoracic echocardiography was largely the …

A biomedical system based on artificial neural network and principal component analysis for diagnosis of the heart valve diseases

H Uğuz - Journal of medical systems, 2012 - Springer
Listening via stethoscope is a primary method, being used by physicians for distinguishing
normally and abnormal cardiac systems. Listening to the voices, coming from the cardiac …

Feature extraction for systolic heart murmur classification

C Ahlstrom, P Hult, P Rask, JE Karlsson… - Annals of biomedical …, 2006 - Springer
Heart murmurs are often the first signs of pathological changes of the heart valves, and they
are usually found during auscultation in the primary health care. Distinguishing a …

A computer-aided MFCC-based HMM system for automatic auscultation

S Chauhan, P Wang, CS Lim… - Computers in biology and …, 2008 - Elsevier
Auscultation, the act of listening to the sounds of internal organs, is a valuable medical
diagnostic tool. Auscultation methods provide the information about a vast variety of internal …

Hidden Markov model-based classification of heart valve disease with PCA for dimension reduction

R Saraçoğlu - Engineering Applications of Artificial Intelligence, 2012 - Elsevier
In this study, a biomedical system to classify heart sound signals obtained with a
stethoscope, has been proposed. For this purpose, data from healthy subjects and those …