Performance Improvement of Cardiovascular Disease Prediction with Machine Learning and Classifiers: A Survey

Abstract

Nowadays, the term "heart disease" is often used interchangeably with the term "cardiovascular disease." covering any disorder of the heart. Since from the past few years majority of research studies shows that more number of deaths occur due to heart diseases, which increased drastically in India. People in India now are getting heart attacks at a much, much younger age. Predicting and monitoring cardiovascular disease is often expensive and tenuous; thus, involving most popular technologies of AI is called machine learning which empowers the algorithms to study and understand the data and its properties. Therefore, machine learning can be used to predict and possibly determine future data. The aim of this paper is to summarize some of the current research on predicting heart diseases using machine learning techniques.