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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

Category: 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…

Top 6 Patient Matching Tools That Reduce Duplicate Records in 2026

Top 6 Patient Matching Tools That Reduce Duplicate Records in 2026

Duplicate patient records are the slow-growing pain that every healthcare data team eventually has to address. Every duplicate is a…

Open-Source MPI vs Commercial MPI for Mid-Size Hospitals

Open-Source MPI vs Commercial MPI for Mid-Size Hospitals

Mid-size hospitals sit in the awkward middle of the MPI procurement question. They are too large to muddle through with…

5 Master Patient Index Features for FHIR-Based Identity Resolution

5 Master Patient Index Features for FHIR-Based Identity Resolution

Identity resolution is the practical job a master patient index does in a FHIR-based stack. The headline is matching, but…

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…

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…

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…

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…

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…

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…

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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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  • Master patient index
  • Medical form builder
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