Y. Talbert Patricia, Reid Korin, Smith Donald, A Decision Tree Ensemble Approach to Diabetes Prediction using the Framingham Heart Dataset, Exploring the Role of AI-Associated Interventions in Reducing Diabetes-Related Adverse Outcomes Between Men and Women, Journal of Public Health International, Volume 7, Issue 4, 2025, Pages 28-33, ISSN 2641-4538, https://doi.org/10.14302/issn.2641-4538.jphi-25-5886. (https://oap-journals.netjphi/article/2311) Keywords: Diabetes risk prediction; AI-driven interventions; Random Forests; Synthetic Minority Over-sampling Technique (SMOTE)