6 MPI Tools for Health Insurance Carriers in 2026
Health insurance carriers face a patient matching problem the provider side often underestimates. The carrier sees the…
July 2026
Top 5 Patient Matching Tools for Telemedicine Platforms
Telemedicine platforms put patient matching under a different pressure than hospital systems do. The match has to…
Best EMPI Solutions for Regional Health Networks in 2026
Regional health networks live between the single-hospital scale where a basic MPI is enough and the national-network…
Top 7 MPI Tools for Multi-EHR Hospital Systems in 2026
Multi-EHR hospital systems run into MPI complexity that single-EHR sites rarely face. The system has the same…
Testing UCUM Conversion Against Clinical Fixtures
Testing a UCUM converter against contrived numbers proves it can add. Testing it against clinical fixtures —…
Prefix and Exponent Handling That's Easy to Miss
Prefix and exponent handling in UCUM look trivial and are the source of a real slice of…
UCUM in Observation.valueQuantity: The Strict Version
Observation.valueQuantity is where most clinical measurements land, and it is where UCUM adherence matters most. The FHIR…
Storing Quantities: Original Unit, Canonical Unit, or Both
A source lab sends glucose in mg/dL. Your integration ingests it, and downstream your FHIR store holds…
Handling Arbitrary Units Like 'Per Shift' That UCUM Doesn't Cover
UCUM covers real physical quantities well. "Voids per shift", "steps per day since discharge", "medication administrations per…
Unit Conversion Errors That Reach Clinical Decisions
A unit conversion error inside a demo tool is an annoyance. The same error inside a clinical…
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