Comprehensive Medication Interaction Detection Framework

Create an intelligent medication interaction detection and alerting system that can: 1) Parse complex medication histories, 2) Apply advanced pharmacological interaction databases, 3) Generate real-time risk assessments, 4) Provide personalized medication recommendations, and 5) Support multi-language and multi-database integrations. Implement machine learning models for predicting potential adverse interactions with high accuracy and low false-positive rates.