Brain Stroke Prediction: A PSO Optimized Stacked Ensemble Machine Learning Approach with SMOTEEN Data Balancing
Achin Jain, Arun Kumar Dubey, Meenakshi Gupta, Sarita Yadav, Arvind Panwar, Roger Atanga, Bernardo Lemos, Saurav Mallik
This paper develops a PSO-optimized stacked ensemble machine learning model with SMOTEEN for stroke prediction, achieving 95.57% accuracy and outperforming traditional models.
bioRxiv · Jun 5, 2025 · PreprintBioengineering