Precision Oncology Patient Data Integration Platform

Develop a comprehensive MySQL database for integrating multi-modal oncological patient data, including genomic profiles, treatment histories, and molecular diagnostic information. Create an advanced schema supporting complex data relationships, implement machine learning-ready feature extraction, and design intelligent stored procedures that can generate personalized treatment recommendations based on comprehensive patient data analysis.