Algorithms for automatic analysis and classification of heart sounds–a systematic review
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 …
world. Proper investigation of the abnormalities in heart sounds is known to provide vital …
An expert system for detection of breast cancer based on association rules and neural network
This paper presents an automatic diagnosis system for detecting breast cancer based on
association rules (AR) and neural network (NN). In this study, AR is used for reducing the …
association rules (AR) and neural network (NN). In this study, AR is used for reducing the …
Support vectors machine-based identification of heart valve diseases using heart sounds
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 …
examination in the small health centers of the rural areas and generally in primary …
Automatic detection of swallowing events by acoustical means for applications of monitoring of ingestive behavior
Our understanding of etiology of obesity and overweight is incomplete due to lack of
objective and accurate methods for monitoring of ingestive behavior (MIB) in the free-living …
objective and accurate methods for monitoring of ingestive behavior (MIB) in the free-living …
Cardiac sound murmurs classification with autoregressive spectral analysis and multi-support vector machine technique
S Choi, Z Jiang - Computers in biology and medicine, 2010 - Elsevier
In this paper, a novel cardiac sound spectral analysis method using the normalized
autoregressive power spectral density (NAR-PSD) curve with the support vector machine …
autoregressive power spectral density (NAR-PSD) curve with the support vector machine …
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 …
are usually found during auscultation in the primary health care. Distinguishing a …
Automatic diagnosis of septal defects based on tunable-Q wavelet transform of cardiac sound signals
Accurate and quick diagnosis of cardiac disorders like septal defects can be performed by
automatic analysis of cardiac sound signals using advanced signal processing methods. In …
automatic analysis of cardiac sound signals using advanced signal processing methods. In …
A novel hybrid energy fraction and entropy-based approach for systolic heart murmurs identification
This paper presents a set of novel features of heart sound for the detection of the
abnormality of heart sounds and classification of heart murmurs. The features include …
abnormality of heart sounds and classification of heart murmurs. The features include …
Prediction of wastewater treatment plant performance based on wavelet packet decomposition and neural networks
In this paper, an intelligent wastewater treatment plant model is developed to predict the
performance of a wastewater treatment plant (WWTP). The developed model is based on …
performance of a wastewater treatment plant (WWTP). The developed model is based on …
An expert system based on principal component analysis, artificial immune system and fuzzy k-NN for diagnosis of valvular heart diseases
A Sengur - Computers in biology and medicine, 2008 - Elsevier
In the last two decades, the use of artificial intelligence methods in medical analysis is
increasing. This is mainly because the effectiveness of classification and detection systems …
increasing. This is mainly because the effectiveness of classification and detection systems …