
HCPCS Code Lookup: A Developer's Guide for 2026
Master HCPCS code lookup with our 2026 guide. Learn manual, programmatic (Python, R), and API methods, including mapping to OMOP concepts with OMOPHub.
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 HCPCS code lookup with our 2026 guide. Learn manual, programmatic (Python, R), and API methods, including mapping to OMOP concepts with OMOPHub.

A complete guide to the PID in HL7. Learn to parse patient data, map PID fields to the OMOP CDM, and handle common ETL challenges for robust integrations.

A complete guide to the clinical outcome assessment definition, its subtypes, regulatory context, and practical steps for mapping COAs into the OMOP CDM.

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

Learn to define, map, and analyze present on admission indicators (POA) in OMOP. Our guide covers ETL, data sources, QA, use cases, and OMOPHub examples.

A practical guide to Athena OMOP. Learn vocabulary structure, ETL/ML use cases, and how to integrate with Python/R via API for production-ready health data.

Explore keyword search vs semantic search for healthcare data. Understand the mechanics, metrics, and how to choose the right approach for OMOP vocabularies.

Master FHIR Epic integration for OMOP ETL. Discover key resources, API patterns, and solve vocabulary mapping with OMOPHub.

A developer's guide to EHR integration. Learn to build a scalable analytics pipeline with OMOP, FHIR, and OMOPHub for seamless, real-world data workflows.

Learn practical strategies for mapping in etl in healthcare data, automate with OMOPHub, and improve accuracy and consistency.

Learn to build a production-ready ICD 10 codes converter using OMOPHub. This guide covers setup, code mapping, versioning, and performance optimization.

Explore the top healthcare common data models like OMOP and i2b2. Learn how to choose, migrate, and leverage CDMs for analytics, ETL, and AI in 2026.