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Emily Cromwell

Emily Cromwell

Notes on FHIR terminology servers, SDC form tooling, and master patient index patterns for US health IT teams.

  • Terminology server
  • Medical form builder
  • Master patient index
Best MPI Practices for Federated Healthcare Networks in 2026

Best MPI Practices for Federated Healthcare Networks in 2026

Federated healthcare networks have a harder MPI problem than single-tenant systems do. The data sits across organizational boundaries, the governance…

6 Terminology Server Features That Make $expand Actually Fast

6 Terminology Server Features That Make $expand Actually Fast

The $expand operation is the one that clinical workflows depend on, and the one that often gets sluggish under real…

7 FHIR Form Builder Features You Should Test Before Buying

7 FHIR Form Builder Features You Should Test Before Buying

A FHIR form builder demo always looks clean. Real workflows are the place where the differences show up. The seven…

Best Open-Source Terminology Servers for FHIR Teams in 2026

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 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 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 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

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…

Top 5 Master Patient Index Tools for Hospital Networks in 2026

Top 5 Master Patient Index Tools for Hospital Networks in 2026

Hospital networks pick a master patient index with the same care they pick a core EHR, because the MPI is…

Top 6 FHIR Terminology Servers for Hospital IT in 2026

Top 6 FHIR Terminology Servers for Hospital IT in 2026

Hospital IT teams pick a FHIR terminology server with a different set of constraints than a digital health startup does.…

How to Wire a Voice Bot to a FHIR Questionnaire With Server-Side Scoring

How to Wire a Voice Bot to a FHIR Questionnaire With Server-Side Scoring

Voice bots that read a FHIR Questionnaire aloud and post the responses back are one of those workflows that read…

Top 5 Strategies for Handling Unmapped Codes in Clinical Pipelines in 2026

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…

Top 7 SDC Form Builders for Healthcare Teams in 2026

Top 7 SDC Form Builders for Healthcare Teams in 2026

Picking an SDC form builder in 2026 is finally a real choice instead of a coin flip. The Structured Data…

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Recent Posts

  • Best MPI Practices for Federated Healthcare Networks in 2026
  • 6 Terminology Server Features That Make $expand Actually Fast
  • 7 FHIR Form Builder Features You Should Test Before Buying
  • Top 6 Patient Matching Tools That Reduce Duplicate Records in 2026
  • Ontoserver vs Snowstorm for Terminology Service Workloads

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