2、A Simple Way to Predict Heart Disease Using AI

A Simple Way to Predict Heart Disease Using AI

1. Introduction

Early diagnosis of cardiovascular diseases in high - risk patients is crucial as it helps them make lifestyle changes and minimize complications. Asymptomatic cardiovascular diseases are driving up healthcare costs, exceeding national medical treatment costs and corporate budgets.

Machine learning has emerged as a powerful tool in disease prediction, including in the healthcare industry. The goal is to classify the most influential heart disease causes and predict the overall risk. This involves using machine learning algorithms and selecting the best one based on its classification report.

The data science lifecycle, which consists of problem formulation, data collection, data pr