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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…

Top 6 FHIR Questionnaire Tools for Patient Reported Outcomes

Top 6 FHIR Questionnaire Tools for Patient Reported Outcomes

Patient reported outcomes are a particular flavor of FHIR Questionnaire workflow. The form is filled in by the patient, often…

NextGate vs Verato for Enterprise Patient Matching

NextGate vs Verato for Enterprise Patient Matching

NextGate and Verato are the two commercial patient matching products that show up most often in enterprise MPI conversations in…

5 Numbers From a New FHIR Server Benchmark Worth Knowing

5 Numbers From a New FHIR Server Benchmark Worth Knowing

Health Samurai pushed out an open-source FHIR server performance benchmark on 2026-06-29 that puts Aidbox, HAPI FHIR, Medplum, and the…

LOINC vs SNOMED CT for FHIR Terminology Bindings

LOINC vs SNOMED CT for FHIR Terminology Bindings

LOINC and SNOMED CT are the two vocabularies that FHIR teams bind to most often, and they cover overlapping but…

Open-Source vs Commercial FHIR Form Builders in 2026

Open-Source vs Commercial FHIR Form Builders in 2026

The open-source-versus-commercial decision for FHIR form builders used to break clean along team-size lines: small teams bought commercial, large teams…

7 MPI Vendors That Health IT Leaders Are Watching in 2026

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

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…

CMS-0057-F Security Requirements: What OAuth2 Scopes and Audit Logs You Must Ship

CMS-0057-F Security Requirements: What OAuth2 Scopes and Audit Logs You Must Ship

Most payer teams reading CMS-0057-F focus on the four new APIs and the January 1, 2027 enforcement deadline for the…

5 SDC Form Builders That Actually Handle Repeating Groups

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

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…

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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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