Personalized Medication Risk Assessment Tool

Build a Python-driven risk assessment system that analyzes patient medication interactions using advanced pharmacological databases. Implement a machine learning model that: processes patient medical history, evaluates potential drug interactions, calculates personalized risk scores, and generates actionable recommendations for healthcare providers. Include comprehensive explainability features and real-time alert mechanisms.