EHDS mandates secondary use of health data across the EU. OMOP CDM is the recommended semantic standard. Your pipeline needs the vocabularies - reliably, programmatically, now.
The problem
Building an EHDS-ready pipeline means solving vocabulary access before anything else.
01 -
5 GB+ compressed. Millions of rows. Local PostgreSQL required. Every team does it separately. Every 6-months you do it again.
02 -
SNOMED CT bindings are standard in openEHR. Translating them to OMOP standard concepts programmatically, at scale - is where pipelines stall.
03 -
Healthcare organisations across 27 EU member states have a regulatory deadline. Vocabulary infrastructure that blocks your ETL is a compliance risk.
How OMOPHub helps
One REST API. 100+ OMOP vocabularies. No setup, no local database, no 6-months download cycle.
Query SNOMED CT, ICD-10, LOINC, RxNorm, and 100+ vocabularies via a single endpoint. Your ETL pipeline calls the API instead of querying a local database that may be months out of date.
openEHR archetypes are bound to SNOMED. OMOPHub returns the corresponding OMOP standard concept with domain, class, and relationship data - so your pipeline never guesses.
BioLORD-powered semantic search understands clinical language. Map free text or ambiguous terms to the correct OMOP concept, ready for EHDS-compliant secondary use analytics.
Python SDK on PyPI, R package on CRAN, and an MCP Server for AI-assisted workflows. pip install omophub and your EHDS pipeline has vocabulary access on the next deploy.
Built for European healthcare
Healthcare data pipelines run on schedules. Vocabulary lookups need to work when your ETL runs at 2 AM.
OMOPHub serves vocabulary metadata only - no patient data flows through our infrastructure. GDPR Article 5 considerations are built into the architecture.
Vocabularies are updated quarterly in line with OHDSI ATHENA releases. No manual downloads. Your pipeline uses the same version as the OHDSI community.
Built on Google Cloud Run with Redis caching. Response times under 50ms for concept lookups. Uptime SLAs available on Pro, Scale and Enterprise plans.
API key scoping, usage logs, and per-key rate limits. Scale and Enterprise plans include access audit logs. Ready for EHDS data governance requirements.
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