Medical Device Telemetry API with Machine Learning Integration

Design an advanced API for collecting and processing medical device telemetry that supports real-time anomaly detection and predictive health monitoring. Create a flexible data ingestion pipeline that can handle multiple device protocols, perform on-the-fly machine learning inference, and generate actionable healthcare insights. Include robust error handling, device authentication, and support for both streaming and batch processing of medical sensor data.