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Insights on OMOP vocabularies, healthcare data standards, and observational health research.

Practical guides on medical terminology mapping, healthcare data standardization, HEOR research methods, and observational health analytics. Written for data engineers, clinical informaticists, and researchers working with OHDSI tools.

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omop vocabulary sdkohdsi

OMOP Vocabulary SDK: Search, Map, Traverse Concepts

Explore the OMOP Vocabulary SDK (Python, R). Get practical code examples for searching, mapping, & traversing OMOP concepts via OMOPHub.

Alex Kumar, MS

Jun 19, 202613 min

OMOP vocabulary APIOMOPHub

OMOP Vocabulary API: The Complete OMOPHub Guide

A complete guide to the OMOPHub OMOP vocabulary API. Learn about REST/FHIR endpoints, SDKs, auth, and common integration patterns for OHDSI/ATHENA data.

Dr. Rachel Green

Jun 18, 202624 min

sdtm to omopomop cdm

SDTM to OMOP: A Practical ETL Guide for Clinical Data

Your step-by-step guide to mapping SDTM to OMOP. Learn ETL planning, vocabulary mapping with OMOPHub, validation checks, and see real code examples for 2026.

Dr. Lisa Martinez

Jun 17, 202615 min

clinical trial managementctms

Clinical Trial Management: Optimize Operations for 2026

Optimize clinical trial management in 2026. Explore CTMS, EDC, eTMF, OMOP data standards, and modern APIs to accelerate trial operations.

Alex Kumar, MS

Jun 16, 202616 min

OMOP vocabularyreal-world evidence

Real-World Evidence OMOP Vocabulary: A Practical Guide

Unlock RWE with our guide to the real-world evidence OMOP vocabulary. Learn key concepts, ETL mapping, analytics, and how to streamline workflows with APIs.

James Park, MS

Jun 15, 202615 min

FHIR ValueSet expansion APIFHIR Terminology

FHIR ValueSet Expansion API: A Practical Guide

Learn how the FHIR ValueSet expansion API works with practical examples. This guide covers $expand parameters, pagination, client code, and OMOPHub integration.

Alex Kumar, MS

Jun 14, 202615 min

MeSH code lookupOMOPHub

MeSH Code Lookup: A Practical Guide with OMOPHub

Learn how to perform a programmatic MeSH code lookup with the OMOPHub API. This guide covers Python/R examples, resolving to OMOP concepts, and best practices.

Dr. Lisa Martinez

Jun 13, 202615 min

fhir omop cdisc mappingclinical data standards

FHIR OMOP CDISC Mapping: A Developer's How-To Guide

Master FHIR OMOP CDISC mapping with this end-to-end guide. Learn architecture, ETL pipelines, vocabulary mapping with OMOPHub, and validation best practices.

James Park, MS

Jun 12, 202614 min

omop mcpomop cdm

A Guide to OMOP MCP for AI-Powered Healthcare Data

Learn how OMOP MCP connects AI agents with standardized health data. This guide explains its architecture, benefits, and how to get started with OMOPHub.

Dr. Lisa Martinez

Jun 11, 202617 min

omop vocabulary mcp serveromop cdm

A Guide to the OMOP Vocabulary MCP Server in 2026

Discover how an OMOP vocabulary MCP server can revolutionize clinical data workflows by grounding AI agents and automating complex terminology mapping tasks.

Robert Anderson, PhD

Jun 10, 202613 min

python entity recognitionclinical ner

Python Entity Recognition: A Guide to Clinical NER

Build an end-to-end clinical NER pipeline using Python entity recognition. This guide covers spaCy, Hugging Face, data annotation, and normalizing to OMOP.

Alex Kumar, MS

Jun 9, 202616 min

omop for clinical trialsomop cdm

OMOP for Clinical Trials: A Practical Guide

Master OMOP for clinical trials with our 2026 guide. Accelerate feasibility, cohort building, and RWE using modern tooling for success.

Robert Anderson, PhD

Jun 8, 202615 min

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