Machine learning-based coronary artery disease diagnosis: A comprehensive review
Coronary artery disease (CAD) is the most common cardiovascular disease (CVD) and often
leads to a heart attack. It annually causes millions of deaths and billions of dollars in …
leads to a heart attack. It annually causes millions of deaths and billions of dollars in …
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020
While coronary angiography is the gold standard diagnostic tool for coronary artery disease
(CAD), but it is associated with procedural risk, it is an invasive technique requiring arterial …
(CAD), but it is associated with procedural risk, it is an invasive technique requiring arterial …
Computer aided decision making for heart disease detection using hybrid neural network-Genetic algorithm
Cardiovascular disease is one of the most rampant causes of death around the world and
was deemed as a major illness in Middle and Old ages. Coronary artery disease, in …
was deemed as a major illness in Middle and Old ages. Coronary artery disease, in …
A machine learning framework for feature selection in heart disease classification using improved particle swarm optimization with support vector machine classifier
Abstract Machine learning is used as an effective support system in health diagnosis which
contains large volume of data. More commonly, analyzing such a large volume of data …
contains large volume of data. More commonly, analyzing such a large volume of data …
Coronary artery disease detection using computational intelligence methods
Nowadays, cardiovascular diseases are very common and are one of the main causes of
death worldwide. One major type of such diseases is the coronary artery disease (CAD). The …
death worldwide. One major type of such diseases is the coronary artery disease (CAD). The …
Feature analysis of coronary artery heart disease data sets
R El-Bialy, MA Salamay, OH Karam… - Procedia Computer …, 2015 - Elsevier
Data sets dealing with the same medical problems like Coronary artery disease (CAD) may
show different results when applying the same machine learning technique. The …
show different results when applying the same machine learning technique. The …
Disease prediction with different types of neural network classifiers
CH Weng, TCK Huang, RP Han - Telematics and Informatics, 2016 - Elsevier
Disease prediction has long been regarded as a critical topic. Artificial intelligence and
machine learning techniques have already been developed to solve this type of medical …
machine learning techniques have already been developed to solve this type of medical …
A novel approach for coronary artery disease diagnosis using hybrid particle swarm optimization based emotional neural network
Coronary artery disease (CAD) can cause serious conditions such as severe heart attack,
heart failure, and angina in patients with cardiovascular problems. These conditions may be …
heart failure, and angina in patients with cardiovascular problems. These conditions may be …
Effects of principle component analysis on assessment of coronary artery diseases using support vector machine
Artificial intelligence techniques are being effectively used in medical diagnostic support
tools to increase the diagnostic accuracy and to provide additional knowledge to medical …
tools to increase the diagnostic accuracy and to provide additional knowledge to medical …
Knowledge discovery in cardiology: A systematic literature review
Context Data mining (DM) provides the methodology and technology needed to transform
huge amounts of data into useful information for decision making. It is a powerful process …
huge amounts of data into useful information for decision making. It is a powerful process …