Integrated care networks run on identity reconciliation. A patient seen by primary care, community nursing, mental health services, and an…
Top 5 MPI Tools for Integrated Care Networks in 2026
Integrated care networks run on identity reconciliation. A patient seen by primary care, community nursing, mental health services, and an…
Master Patient Index for FHIR: A Practical Guide in 2026
A master patient index is the part of a FHIR stack that decides whether two records about the same person…
SNOMED Lookup Performance Patterns for Interactive UIs
An interactive SNOMED search that takes half a second per keystroke stops being interactive. Clinicians type ahead, they scan, they…
Handling Ambiguous SNOMED Concepts in a Downstream System
A downstream system that receives SNOMED-coded data has a specific problem the sender does not. The sender knew what they…
Language and Edition Considerations in SNOMED Lookups
A SNOMED search that runs against the international edition and then gets deployed to a UK, US, or AU clinic…
Concept Relationships as a Search-Quality Lever
SNOMED CT is not a flat dictionary. Its relationships — the "is a" links, the attribute relationships, the qualifier links…
Reference Sets: The SNOMED Feature That Shrinks Your Problem
SNOMED CT has around three hundred fifty thousand active concepts. Almost every real-world integration needs a few hundred of them.…
SNOMED CT vs ICD-10: When Each One Is the Right Answer
Every terminology conversation eventually lands on the same question. Should the record hold a SNOMED CT concept or an ICD-10…
5 FHIR Terminology Tools That Handle Local Code System Extensions Well
Every real FHIR deployment ends up with at least one local code system. A trust's internal specialty list, a research…
Post-Coordinated SNOMED Expressions Without Breaking Indexing
The moment a project adopts post-coordinated SNOMED expressions, the search index starts to sag. Not immediately, and not obviously, but…