Towards Intelligent Data Testing: Integrating Rule-Based and Adaptive Validation Techniques in Healthcare Systems
Ecosystems of health care data underpinning Medicare processes suffer continuous erosion of their validity due to the widening scope of ingestion pipelines, covering heterogeneous data sources, real-time streams, and various transformation stages. The problem with static verification of data quality based on determinis...