2026. A Systematic Review of Predictive Modeling and Personalized Interventions in the Clinical Management of Opioid Use Disorder: Review article. Journal of Pharma Insights and Research. 4, 2 (Apr. 2026), 167–175. DOI:https://doi.org/10.69613/6ba84639.