Healthcare Machine Learning Prediction Framework

Design a modular PHP framework for developing and deploying machine learning prediction models in healthcare. Create a flexible system that can integrate multiple data sources, train predictive models, and generate real-time risk assessments. Implement secure model versioning, automated model retraining pipelines, and comprehensive performance tracking. Include features for handling imbalanced medical datasets and generating explainable AI insights.