[PDF][PDF] Machine learning classification techniques for heart disease prediction: a review

M Aljanabi, MH Qutqut, M Hijjawi - International Journal of …, 2018 - researchgate.net
The most crucial task in the healthcare field is disease diagnosis. If a disease is diagnosed
early, many lives can be saved. Machine learning classification techniques can significantly …

A machine intelligence technique for predicting cardiovascular disease (CVD) using Radiology Dataset

K Saikumar, V Rajesh - … Journal of System Assurance Engineering and …, 2024 - Springer
Heart disease is a serious medical problem that affects a large number of people and their
lives; cardiac disease (CAD) is one of these threats. There is no substantial study in medical …

Prediction of heart disease using a combination of machine learning and deep learning

R Bharti, A Khamparia, M Shabaz… - Computational …, 2021 - Wiley Online Library
The correct prediction of heart disease can prevent life threats, and incorrect prediction can
prove to be fatal at the same time. In this paper different machine learning algorithms and …

RETRACTED ARTICLE: An optimal artificial neural network based big data application for heart disease diagnosis and classification model

R Thanga Selvi, I Muthulakshmi - Journal of Ambient Intelligence and …, 2021 - Springer
At present days, world is facing several issues like irregular distribution of medicinal
resources, new chronic diseases, and the raising operating cost. The way of combining …

Heart disease prognosis using machine learning classification techniques

MNR Chowdhury, E Ahmed… - … for Convergence in …, 2021 - ieeexplore.ieee.org
Heart Disease is one of the fatal causes of worldwide death in also third world countries like
Bangladesh. Though heart disease prediction with a satisfactory accuracy level is a very …

Heart disease prediction using hybrid machine learning model

M Kavitha, G Gnaneswar, R Dinesh… - 2021 6th …, 2021 - ieeexplore.ieee.org
Heart disease causes a significant mortality rate around the world, and it has become a
health threat for many people. Early prediction of heart disease may save many lives; …

Intelligent cardiovascular disease prediction empowered with gradient descent optimization

MS Nawaz, B Shoaib, MA Ashraf - Heliyon, 2021 - cell.com
Disorders of the heart and blood vessels are named cardiovascular disease.'The heart's
proper functionality is of an utmost necessity for the survival of life. The death rate due to …

Novel deep learning architecture for predicting heart disease using CNN

S Hussain, SK Nanda, S Barigidad… - 2021 19th OITS …, 2021 - ieeexplore.ieee.org
In the last few years, with increased population the most critical component of human life is
healthcare. Compare to other deadly diseases, heart disease is one of the most lethal …

Performance of different machine learning techniques for the prediction of heart diseases

MR Sarveshvar, A Gogoi, AK Chaubey… - … , analytics, big data …, 2021 - ieeexplore.ieee.org
Machine Learning (ML), which is the most well known sub area Artificial Intelligence, is
revolutionizing the area of research. ML is primarily an subset of Artificial Intelligence (AI) …

Heart disease prediction using machine learning algorithms

A Singh, R Kumar - 2020 international conference on electrical …, 2020 - ieeexplore.ieee.org
Heart plays significant role in living organisms. Diagnosis and prediction of heart related
diseases requires more precision, perfection and correctness because a little mistake can …