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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.

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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

epic fhir apifhir integration

Epic FHIR API: A Developer's How-To Guide

A step-by-step developer guide to the Epic FHIR API. Learn authentication, querying, OMOP mapping with OMOPHub, error handling, and performance tips.

Michael Rodriguez, PhD

Apr 24, 202619 min

omop epicomop cdm

OMOP Epic Guide: How to Map EHR Data with OMOPHub

A step-by-step OMOP Epic guide for developers. Learn to map and ingest Epic EHR data into the OMOP CDM using OMOPHub, with code examples and pro tips.

James Park, MS

Apr 23, 202618 min

medical apifhir

Medical API: The Developer's Guide for 2026

Explore medical API standards like FHIR and OMOP. Learn to integrate clinical data, manage vocabularies, and build faster with our developer-first guide.

Robert Anderson, PhD

Apr 22, 202618 min

fhir patientomop cdm

Map FHIR Patient Data to OMOP CDM: A Developer's Guide

Guide for developers: Ingest & map FHIR Patient resources to OMOP CDM. Includes Python/R code & OMOPHub best practices for efficient data integration.

Robert Anderson, PhD

Apr 21, 202621 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

omop concept mappingomop etl

OMOP Concept Mapping: A Guide to Programmatic ETL

Learn programmatic OMOP concept mapping with a step-by-step guide using the OMOPHub API. Includes code examples for Python/R/TS, validation, and versioning.

James Park, MS

Apr 19, 202620 min

api medicalhealthcare api

api medical: Your 2026 Guide to Healthcare Data

Navigate the complex api medical landscape. Learn about FHIR vs. Vocabulary APIs (SNOMED, LOINC), compliance, and leverage OMOPHub for instant data access.

Dr. Sarah Chen

Apr 18, 202618 min

api terminologydeveloper guide

A Developer's Guide to API Terminology

Master API terminology with this comprehensive guide for developers. Understand REST, OAuth, and healthcare-specific concepts like OMOP with practical examples.

Dr. Jennifer Lee

Apr 17, 202625 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

omop dataomop cdm

OMOP Data: A Guide to the Common Data Model & Vocabularies

Unlock the power of OMOP data. Our guide explains the CDM, vocabularies, ETL, best practices, and how OMOPHub APIs accelerate development and research.

David Thompson, PhD

Apr 15, 202620 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

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