Healthcare Fraud Detection Machine Learning Service

Create an advanced machine learning microservice for detecting potential healthcare fraud and billing anomalies. Develop sophisticated anomaly detection algorithms that analyze complex billing patterns, provider behaviors, and claim histories. Implement ensemble machine learning models with dynamic feature engineering, real-time scoring capabilities, and comprehensive explainability mechanisms. Support multiple healthcare billing standards and ensure strict data privacy.