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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.

ehds regulationomop

EHDS Regulation: A Practical Guide for Data Teams

Navigate the EHDS regulation. Our guide explains timelines, technical requirements for OMOP/ETL, and how to use tools like OMOPHub for compliance.

Alex Kumar, MS

May 4, 202620 min

medical device apihealthcare interoperability

Medical Device API: A Practical Integration Guide for 2026

A complete guide to the medical device API ecosystem. Learn about standards, architecture, security, and best practices for integrating device data using OMOP.

Alex Kumar, MS

Apr 27, 202623 min

fhir resourceomop mapping

FHIR Resource: A Developer's Guide to OMOP Mapping

A complete guide to the FHIR resource. Learn its structure, key types, REST examples, and how to map FHIR to OMOP/ATHENA for production ETL.

Alex Kumar, MS

Apr 25, 202620 min

hl7 vs fhirhealthcare interoperability

HL7 vs FHIR: A Technical Guide for Data Teams in 2026

Explore a deep technical comparison of HL7 vs FHIR. Our guide covers architecture, data models, OMOP mapping, and decision criteria for healthcare engineers.

Robert Anderson, PhD

Apr 20, 202619 min

fhir validatorfhir validation

FHIR Validator: A Practical Guide for Data Engineers

A complete guide to the FHIR Validator. Learn to install, run, and automate validation against core specs and custom profiles in your CI/CD pipeline.

Robert Anderson, PhD

Apr 16, 202621 min

fhir r4omop

FHIR R4 A Guide to Implementation and OMOP Integration

A deep dive into FHIR R4 for developers. Learn about key resources, REST APIs, common pitfalls, and how to integrate FHIR R4 with OMOP workflows using OMOPHub.

Alex Kumar, MS

Apr 14, 202623 min

openehr vs fhirhealthcare interoperability

openEHR vs FHIR: The Definitive Guide for 2026

Deep dive into openEHR vs FHIR. Compare architecture, data models, OMOP ETL, and use cases to choose the right standard for your health data projects.

Dr. Jennifer Lee

Apr 11, 202620 min

terminology serverhealthcare interoperability

Terminology Server: Explore terminology server for interoperability

Explore how a terminology server enables healthcare interoperability, core functions, and practical integration patterns to help you pick the right solution.

Dr. Jennifer Lee

Mar 14, 202622 min

fhir apihealthcare interoperability

A Developer's Guide to the FHIR API for Health Data

Unlock health data with our developer guide to the FHIR API. Learn core concepts, RESTful interactions, security, and integration with OMOP vocabularies.

Dr. Sarah Chen

Feb 11, 202619 min

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