A comparative study of machine learning approaches for heart stroke prediction

Author:

Das Madhab Chandra1,Liza Fatema Tabassum2,Pandit Partha Pratim3,Tabassum Fariha4,Mamun Miraz Al5,Bhattacharjee Sharmistha6,Kashem Md Shakil Bin6

Affiliation:

1. University of Information Technology and Sciences,Electrical and Electronic Engineering,Dhaka,Bangladesh

2. Florida State University,Computer Science,Tallahassee,Florida,USA

3. Miami University,Mechanical and Manufacturing Engineering,Oxford,Ohio,USA

4. Western Michigan University,Department of Sociology,Kalamazoo,Michigan,USA

5. CHRISTUS Health,Health Outcomes & Analytics,Irving,Texas,United States

6. Miami University,Department of Physics,Oxford,OH,USA

Publisher

IEEE

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Machine-Learning Application for Detection and Prediction of Stroke Risk and Post-Stroke Outcomes: A Comprehensive Review;2024 International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD);2024-08-01

2. Heart Stroke Prediction Using Machine Learning and Explainable AI Insights;2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS);2024-06-28

3. Flask Powered Heart Health Predictor Using Machine Learning Algorithms;2024 IEEE International Conference on Contemporary Computing and Communications (InC4);2024-03-15

4. An Interpretable Approach with Explainable AI for Heart Stroke Prediction;Diagnostics;2024-01-05

5. Harnessing the Power of Ensemble Machine Learning for the Heart Stroke Classification;EAI Endorsed Transactions on Pervasive Health and Technology;2023-12-15

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