
Referential Data Management in Healthcare
Master healthcare referential data management. Our guide covers architecture, governance, OMOP vocabularies, and API workflows for complete data integrity.
Insights on OMOP vocabularies, healthcare data standards, and observational health research.
Practical guides on OMOP vocabularies, healthcare data standardization, HEOR research methods, and observational health analytics. Written for data engineers, clinical informaticists, and researchers working with OHDSI tools.

Master healthcare referential data management. Our guide covers architecture, governance, OMOP vocabularies, and API workflows for complete data integrity.

A complete guide to the de identification of protected health information, including essential HIPAA rules and technical implementation methods.

See a practical example of a HCPCS code like J9355. This guide explains HCPCS Level II codes for data engineers, covering CPT differences and OMOP mapping.

A complete guide to CVX codes for immunizations. Find a full code list, OMOP mapping examples, API access methods, and ETL best practices for data engineers.

Build an effective coronary artery disease concept map using OMOPHub. Expert guide to mapping SNOMED, ICD-10, LOINC, & RxNorm for robust ETL & analytics.

Master programmatic LOINC code lookup with this guide. Learn to use an API and SDKs (Python, R) for search, mapping, and versioning in OMOP.

What is normalized data in healthcare? Learn the 3 types (database, vocabulary, numeric), why it matters for OMOP & AI, and best practices to avoid pitfalls.

Master your icd10 code lookup with our 2026 guide. Discover quick web searches, official validation, and API examples for best practices.

Master HCPCS modifier codes with this guide for developers. Learn billing rules, OMOP mapping, and how to use APIs for programmatic lookups and data validation.

Explore what is an onset date in clinical data and how to map it in OMOP. Master 2026 ETL best practices, SQL queries, and common pitfalls for better research.

Master RxNorm code lookup with this guide. Learn APIs, raw files, and OMOPHub. Includes Python/R code examples, mapping, and versioning tips for effective use.

Explore 10 essential Python libraries for NLP. A practical guide with use cases for spaCy, Hugging Face, and building healthcare NLP pipelines with OMOP.