Personalized Medicine Recommendation Engine API

Create an advanced API framework for generating personalized medical treatment recommendations using multi-dimensional patient data analysis. Develop a modular machine learning pipeline that can integrate genetic information, historical medical records, real-time biometric data, and current research literature to generate probabilistic treatment suggestions. Implement robust privacy controls, provide explainable AI mechanisms, and support continuous model refinement through federated learning techniques.