MZILI, T. et al.trans. 2025. The Role of Artificial Intelligence in Early Tumor Detection: An XGBoost Risk Assessment Model for Egyptian Patients. Mesopotamian Journal of Artificial Intelligence in Healthcare. 2025, (May 2025), 85–92. DOI:https://doi.org/10.58496/MJAIH/2025/008.