Wearable Health Data Aggregation API

Develop a robust API for collecting and processing data from multiple wearable health devices with advanced data normalization and analysis capabilities. Create a flexible data ingestion system that can handle multiple device protocols, implement real-time data validation and cleaning, develop intelligent data aggregation algorithms, and ensure HIPAA compliance. Include features for generating comprehensive health insights, supporting multiple device types, and providing granular user consent management.