Top 5 Strategies for Handling Unmapped Codes in Clinical Pipelines in 2026
Every clinical pipeline meets a code it cannot map. The lab feed sends a local result code the terminology server…
7 MPI Vendors That Health IT Leaders Are Watching in 2026
Health IT leaders watch the MPI category more closely than most outsiders realize. The MPI sits at the foundation of…
5 FHIR Terminology Servers That Handle SNOMED CT Cleanly
SNOMED CT is where most terminology servers earn or lose their reputation. The vocabulary is large, the release cycle is…
5 SDC Form Builders That Actually Handle Repeating Groups
Repeating groups are the part of the SDC spec where most form builders quietly fall apart. The pattern is simple…
Best Patient Matching Algorithms for Cross-Hospital Networks in 2026
Cross-hospital patient matching is harder than single-hospital matching by an order of magnitude. The demographics are messier, the identifier overlap…
Best Open-Source Terminology Servers for FHIR Teams in 2026
Open-source terminology servers used to be the back-up plan when the commercial budget did not stretch. In 2026, they are…
LHC Forms vs NLM Form Builder for SDC Questionnaires
LHC Forms and the NLM Form Builder come from the same source, the National Library of Medicine, and they cover…
Deterministic vs Probabilistic Patient Matching for FHIR Systems
Deterministic and probabilistic patient matching are the two engines that sit underneath every FHIR master patient index. The labels sound…
HAPI Terminology Server vs Ontoserver for Mid-Size Health Systems
HAPI and Ontoserver are the two FHIR terminology servers that most mid-size health systems end up choosing between. The decision…
Best FHIR Questionnaire Renderers for Clinical Trials in 2026
Clinical trial teams hold FHIR Questionnaire renderers to a different standard than ambulatory product teams do. The forms have to…