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 …
A new machine learning technique for an accurate diagnosis of coronary artery disease
Background and objective Coronary artery disease (CAD) is one of the commonest diseases
around the world. An early and accurate diagnosis of CAD allows a timely administration of …
around the world. An early and accurate diagnosis of CAD allows a timely administration of …
Decision tree-based diagnosis of coronary artery disease: CART model
Abstract Background and Objective As the most common cardiovascular defect, coronary
artery disease (CAD), also called ischemic heart disease, is one of the substantial causes of …
artery disease (CAD), also called ischemic heart disease, is one of the substantial causes of …
Heart disease prediction using hyper parameter optimization (HPO) tuning
Coronary artery disease prediction is considered to be one of the most challenging tasks in
the health care industry. In our research, we propose a prediction system to detect the heart …
the health care industry. In our research, we propose a prediction system to detect the heart …
Ensemble of heterogeneous classifiers for diagnosis and prediction of coronary artery disease with reduced feature subset
D Velusamy, K Ramasamy - Computer methods and programs in …, 2021 - Elsevier
Abstract Background and Objective: Coronary artery disease (CAD) is considered one of the
most prominent health issues causing high mortality in the world population. Hence, earlier …
most prominent health issues causing high mortality in the world population. Hence, earlier …
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach
Coronary artery disease (CAD) is a leading cause of death worldwide and is associated with
high healthcare expenditure. Researchers are motivated to apply machine learning (ML) for …
high healthcare expenditure. Researchers are motivated to apply machine learning (ML) for …
NE-nu-SVC: a new nested ensemble clinical decision support system for effective diagnosis of coronary artery disease
Coronary artery disease (CAD) is one of the main causes of cardiac death around the world.
Due to its significant impact on the society, early and accurate detection of CAD is essential …
Due to its significant impact on the society, early and accurate detection of CAD is essential …
Breast cancer dataset, classification and detection using deep learning
Incorporating scientific research into clinical practice via clinical informatics, which includes
genomics, proteomics, bioinformatics, and biostatistics, improves patients' treatment …
genomics, proteomics, bioinformatics, and biostatistics, improves patients' treatment …
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 …