Hussam Elbehiery, Moshira A. Ebrahim, Mohamed Eassa, Ahmed Abdelhafeez, Aya Omar and Mahmoud, H. 2025. Improving Heart Disease Prediction Accuracy through Machine Learning Algorithms. Statistics, Optimization & Information Computing. (May 2025). DOI:https://doi.org/10.19139/soic-2310-5070-2319.