End to End Heart Disease Prediction with Flask App using Machine Learning by Mahesh Huddar
End to End Heart Disease Prediction with Flask App using Machine Learning by Mahesh Huddar
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According to World Health Organization statistics, cardiovascular disease is the leading cause of death in the world.
CVDs were responsible for 32% of all global deaths in 2019, as estimated by the World Health Organization.
Heart attacks and strokes were responsible for 85% of these deaths.
Low- and middle-income countries account for more than three-quarters of all CVD deaths.
We have created a web application and a prediction model based on machine learning using which a patient can fill in basic details like age, gender, Chest Pain Types, Cholesterol Level, etc.
Based on that model is able to predict heart disease.
We have used various machine learning algorithms like Logistic Regression, SVM, Decision Tree, Random Forest, and KNN for prediction.
The user is also able to print the report for tracking the disease.
The following concepts are discussed:
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