Healthcare Cost Prediction and Optimization Model

Design a sophisticated machine learning model that predicts and optimizes healthcare treatment costs using comprehensive patient data. Develop a multi-variable regression model integrating treatment histories, patient demographics, insurance data, and historical cost patterns. Implement advanced feature engineering, create a probabilistic cost estimation framework, and generate actionable financial insights.