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 …
Logistic regression-HSMM-based heart sound segmentation
The identification of the exact positions of the first and second heart sounds within a
phonocardiogram (PCG), or heart sound segmentation, is an essential step in the automatic …
phonocardiogram (PCG), or heart sound segmentation, is an essential step in the automatic …
Retracted article: hybrid recommendation system for heart disease diagnosis based on multiple kernel learning with adaptive neuro-fuzzy inference system
G Manogaran, R Varatharajan, MK Priyan - Multimedia tools and …, 2018 - Springer
Abstract Multiple Kernel Learning with Adaptive Neuro-Fuzzy Inference System (MKL with
ANFIS) based deep learning method is proposed in this paper for heart disease diagnosis …
ANFIS) based deep learning method is proposed in this paper for heart disease diagnosis …
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 …
Non-invasive detection of coronary artery disease in high-risk patients based on the stenosis prediction of separate coronary arteries
Background and objective Cardiovascular diseases are an extremely widespread sickness
and account for 17 million deaths in the world per annum. Coronary artery disease (CAD) is …
and account for 17 million deaths in the world per annum. Coronary artery disease (CAD) is …
Knowledge and intelligent computing system in medicine
B Pandey, RB Mishra - Computers in biology and medicine, 2009 - Elsevier
Knowledge-based systems (KBS) and intelligent computing systems have been used in the
medical planning, diagnosis and treatment. The KBS consists of rule-based reasoning …
medical planning, diagnosis and treatment. The KBS consists of rule-based reasoning …
Brain computer interface control via functional connectivity dynamics
The dynamics of inter-regional communication within the brain during cognitive processing–
referred to as functional connectivity–are investigated as a control feature for a brain …
referred to as functional connectivity–are investigated as a control feature for a brain …
Heart sound classification using wavelet transform and incremental self-organizing map
Determination of heart condition by heart auscultation is a difficult task and requires special
training of medical staff. Computerized techniques suggest objective and more accurate …
training of medical staff. Computerized techniques suggest objective and more accurate …
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 …
Evaluation of ensemble methods for diagnosing of valvular heart disease
In this work, we investigate the use of ensemble learning for improving classifiers which is
one of the important directions in the current research of machine learning, in which …
one of the important directions in the current research of machine learning, in which …