A review of intelligent systems for heart sound signal analysis

M Nabih-Ali, ELSA El-Dahshan… - Journal of medical …, 2017 - Taylor & Francis
Intelligent computer-aided diagnosis (CAD) systems can enhance the diagnostic capabilities
of physicians and reduce the time required for accurate diagnosis. CAD systems could …

Beyond auscultation: acoustic cardiography in clinical practice

YN Wen, APW Lee, F Fang, CN Jin, CM Yu - International journal of …, 2014 - Elsevier
Cardiac auscultation by stethoscope is widely used but limited by low sensitivity and
accuracy. Phonocardiogram was developed in an attempt to provide quantitative and …

Utilizing Conversational Artificial Intelligence, Voice, and Phonocardiography Analytics in Heart Failure Care.

JK Nahar, F Lopez-Jimenez - Heart Failure Clinics, 2022 - europepmc.org
Conversational artificial intelligence involves the ability of computers, voice-enabled devices
to interact intelligently with the user through voice. This can be leveraged in heart failure …

[HTML][HTML] Heart diseases diagnosis using intelligent algorithm based on PCG signal analysis

M Nabih-Ali, ESA El-Dahshan, AS Yahia - Circuits and Systems, 2017 - scirp.org
This paper presents an intelligent algorithm for heart diseases diagnosis using
phonocardiogram (PCG). The proposed technique consists of four stages: Data acquisition …

A review of signal processing techniques for heart sound analysis in clinical diagnosis

BS Emmanuel - Journal of medical engineering & technology, 2012 - Taylor & Francis
This paper presents an overview of approaches to analysis of heart sound signals. The
paper reviews the milestones in the development of phonocardiogram (PCG) signal …

TFR-based feature extraction using PCA approaches for discrimination of heart murmurs

D Avendano-Valencia… - … Conference of the …, 2009 - ieeexplore.ieee.org
Discrimination of murmurs in heart sounds is accomplished by means of time–frequency
representations (TFR) which help to deal with non–stationarity. Nevertheless, classification …

Heart sounds classification for a medical diagnostic assistance

A Bourouhou, A Jilbab, C Nacir, A Hammouch - 2019 - learntechlib.org
In order to develop the assessment of phonocardiogram “PCG” signal for discrimination
between two of people classes–individuals with heart disease and healthy one-we have …

A gammatonegram based abnormality detection in PCG signals using CNN

B Satyasai, R Sharma, M Bansal - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Phonocardiogram (PCG) consists of heart sound signals and carries the important
information associated with the functioning of the heart. In this work, a method is presented …

Automated Heart Murmur Detection using Sound Processing Techniques

MA Costandache, MA Cioată, A Iftene - Procedia Computer Science, 2023 - Elsevier
The technological progress in computer science (particularly, in machine learning) has
contributed to the improvement of medical services, both in detecting and treating diseases …

[图书][B] Acoustic based condition monitoring

CH Shen - 2012 - search.proquest.com
Acoustic/vibration signal has traditionally benefited the condition monitoring of machinery. It
can be further implemented in other field of applications as long as patterns associated with …