Best MPI Tools for Hospital Systems in 2026
Hospital systems put MPI tools under a different kind of pressure than smaller clinical deployments. The patient population is large,…
Category: Master patient index
Top 7 Patient Matching Algorithms for Healthcare IT
Patient matching is the part of healthcare data infrastructure that most teams assume is solved and most teams quietly struggle…
Top 5 FHIR-Native MPI Products for 2026
A FHIR-native Master Patient Index is one that speaks FHIR Patient resources as a first language, not as a translated…
The Complete Guide to FHIR Master Patient Index in 2026
The Master Patient Index is the part of a healthcare interoperability stack that quietly decides whether two records belong to…
FHIR Master Patient Index Patterns: What Fails at 5M+ Patient Scale
MPI systems that work cleanly at 500k patients start showing scale-related failure modes at 5M+. The patterns below come from…
FHIR for MPI: How US Core Patient Profile Shapes Real-World Matching
US Core Patient profile support is table-stakes for MPI implementations in 2026, but the profile's constraints have implications for matching…
FHIR SDC for MPI-Linked Patient Intake: How Identity Flows Through Questionnaires
When patient intake forms feed a Master Patient Index, the flow from Questionnaire answers to Patient identity resolution is where…