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News and updates about the platform
Designing API Versioning for Healthcare Reference Data: Stability, Change Management, and Deprecation
Healthcare reference data APIs serve integrations that depend on data stability. Designing API versioning requires balancing stability for existing integrations with the need to introduce improvements...
Drug Pricing Data Fragmentation: WAC, ASP, and AWP Across Public Sources
Drug pricing in the United States is characterized by multiple reference prices, each serving a different purpose. Understanding these pricing measures and their fragmentation across public sources is...
Linking Clinical Trials to Principal Investigators: A Structured Data Challenge
Clinical trial registries represent investigators as text fields rather than structured entities. Connecting trials to investigators requires entity resolution across fragmented data sources.
Understanding FDA Orphan Drug Designations: What the Data Reveals About Rare Disease Development Incentives
The FDA's Orphan Drug Designation program provides incentives for developing therapies targeting rare diseases. Structured regulatory data provides insight into designation patterns and therapeutic ar...
How Reference Data Quality is Measured: Completeness, Consistency, and Lineage in Healthcare Datasets
Healthcare reference data forms the foundation for research, compliance, and strategic analysis. Understanding how data quality is measured helps organizations evaluate whether a dataset is fit for th...