Intelligent Heart Disease Risk Stratification with ML Algorithms

Mr. Piyush A. Patel, Dr. Tulsidas V. Nakrani

Intelligent Heart Disease Risk Stratification with ML Algorithms

Authors

Mr. Piyush A. Patel, Dr. Tulsidas V. Nakrani

Keywords:

Heart Disease Prediction, Machine Learning, Supervised Learning, Classification, Support Vector Machine, Ensemble Methods

Abstract

Cardiovascular diseases which include a wide range of conditions are still the number one causeof death worldwide. We see that early in diagnosis and intervention in cases of heart disease we may greatly reduce fatal outcomes

References

Drożdż, K., Nabrdalik, K., Kwiendacz, H., Hendel, M., Olejarz, A., Tomasik, A., Bartman, W., Nalepa, J., Gumprecht, J., & Lip, G. Y. H. (2022). Risk factors for cardiovascular disease in patients with metabolic-associated fatty liver disease: A machine learning approach. Cardiovascular Diabetology, 21, 240.

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Published

2023-11-25

How to Cite

Mr. Piyush A. Patel, Dr. Tulsidas V. Nakrani. (2023). Intelligent Heart Disease Risk Stratification with ML Algorithms . Journal of Computational Analysis and Applications (JoCAAA), 31(4), 2618–2624. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/4966