Standards & interoperability · 8 field notes
Standards & interoperability
FHIR, OMOP, SNOMED, LOINC — the standards that decide whether health data can move, merge, and answer research questions. These pieces decode the alphabet soup for people who need to make decisions about it, not implement it.
8 of 50 field notes · Standards & interoperability · plain language
The journal holds 50 field notes across 7 sections: Patient rights (8), Privacy & de-identification (8), Standards & interoperability (8), Regulation worldwide (8), Research methods (8), Chronic conditions (6), Principles (4). You are viewing the Standards & interoperability section.
SMART on FHIR: the app-store model for health records
SMART on FHIR apps explained: how OAuth2 and FHIR scopes let health apps plug into any EHR, and why scoped access matters for research consent.
№ 12 Standards & interoperabilityWhat is the OMOP Common Data Model — and why researchers love it
What the OMOP Common Data Model is, how OHDSI's standard tables and vocabularies work, and why one analysis can run unchanged across hospitals worldwide.
№ 17 Standards & interoperabilitySNOMED, LOINC, ICD-10, RxNorm: the vocabularies of medicine, decoded
SNOMED vs LOINC vs ICD-10 vs RxNorm: what each medical vocabulary covers, why one concept has five codes, and how mapping makes research possible.
№ 22 Standards & interoperabilityFHIR R4 and US Core, explained for non-engineers
FHIR R4 and US Core profiles explained for non-engineers: what a base standard leaves open, how an implementation guide pins it down, why versions matter.
№ 27 Standards & interoperabilityComputable phenotypes: how researchers find patients in messy data
What a computable phenotype is, how a phenotype algorithm finds patients in messy EHR data, and why versioned, testable definitions beat ad-hoc queries.
№ 31 Standards & interoperabilityWhat is FHIR? The standard quietly rewiring healthcare
What the FHIR standard is, where it came from, and why a 2011 idea built on plain web APIs now sits underneath nearly every patient portal in America.
№ 37 Standards & interoperabilityEHR interoperability: TEFCA, information blocking, and what actually works
Where EHR interoperability really stands: TEFCA and the QHINs, information blocking penalties, USCDI versions, and what still lags for patients and research.
№ 48 Standards & interoperabilityFHIR vs. OMOP: two data models, two jobs, one pipeline
FHIR vs. OMOP CDM: what each data model is built for, why the difference matters, and how a FHIR-to-OMOP pipeline delivers both exchange and analytics.
Mithras