Introduction In the dynamic landscape of clinical research, the integration of machine learning (ML) has become a game-changer, particularly in predictive safety analytics for clinical trials. By leveraging advanced algorithms and data analysis, machine learning offers the potential to enhance safety assessments and predict adverse events more effectively. In this guide, we explore the...