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Reference corner

Reference corner

Whenever a colleague asks which fields a Practitioner resource actually needs, I point them at the R4 resource atlas I maintain here.

FHIR Server & API Solutions
  • Top 5 Open-Source MPI Tools for FHIR-First Stacks in 2026
  • Top 5 FHIR Form Tools for Patient-Reported Outcomes in 2026
  • Top 4 FHIR Servers for Payer-Provider Data Exchange in 2026
  • Reading a FHIR Resource Definition the Way Developers Read a Class
  • R4 vs R5: The Resources That Changed Enough to Notice
Top 6 FHIR Servers for Population Health Analytics in 2026
Services

Top 6 FHIR Servers for Population Health Analytics in 2026

Serena Alcott Jun 8, 2026 0

Population health analytics workloads are the opposite shape of real-time clinical FHIR. They run on bulk exports, NDJSON streams, and…

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Top 7 Patient Matching Engines for Health Information Exchanges
Master patient index

Top 7 Patient Matching Engines for Health Information Exchanges

Jasmine Ward Jun 7, 2026 0

Health information exchanges run the broadest patient-matching workloads in US healthcare. The matching has to reconcile records from dozens of…

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Top 7 FHIR Questionnaire Tools for Specialty Practices
Intake form

Top 7 FHIR Questionnaire Tools for Specialty Practices

Fatima Choudhury Jun 7, 2026 0

Specialty practices have a sharper set of FHIR intake needs than general primary care. The Questionnaire usually has a specialty-specific…

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Top 7 FHIR API Tools for Real-Time Clinical Workflows
Services

Top 7 FHIR API Tools for Real-Time Clinical Workflows

Douglas Halloway Jun 6, 2026 0

Real-time clinical workflows are the sharper end of the FHIR API space. Order entry, results delivery, allergy reconciliation, and bedside…

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Top 5 MPI Tools for Multi-Hospital Systems in 2026
Master patient index

Top 5 MPI Tools for Multi-Hospital Systems in 2026

Serena Alcott Jun 6, 2026 0

Multi-hospital systems run patient matching across more boundaries than a single-site MPI was ever designed for. Different EHR instances, different…

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PUT vs PATCH vs Upsert: Which FHIR Write Strategy Is Right?
Services

PUT vs PATCH vs Upsert: Which FHIR Write Strategy Is Right?

Jasmine Ward Jun 5, 2026 0

FHIR servers expose three meaningful ways to write a changed resource, and integration teams that conflate them tend to discover…

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Top 5 SDC Form Builders for Hospital Admission Workflows in 2026
Intake form

Top 5 SDC Form Builders for Hospital Admission Workflows in 2026

Fatima Choudhury Jun 5, 2026 0

Hospital admission is the densest intake workload in most US health systems. The patient signs in, the system pulls existing…

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Top 5 FHIR Servers for Mid-Size US Hospitals in 2026
Services

Top 5 FHIR Servers for Mid-Size US Hospitals in 2026

Douglas Halloway Jun 5, 2026 0

Mid-size US hospitals occupy a narrow middle of the FHIR market: too large to run on the entry-level managed APIs…

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FHIR Master Patient Index: A Buyer's Guide for Healthcare CIOs
Master patient index

FHIR Master Patient Index: A Buyer's Guide for Healthcare CIOs

Serena Alcott Jun 4, 2026 0

A master patient index is the identity layer that prevents one patient from showing up as three records across different…

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The Complete Guide to FHIR Intake Forms for US Healthcare in 2026
Intake form

The Complete Guide to FHIR Intake Forms for US Healthcare in 2026

Jasmine Ward Jun 4, 2026 0

FHIR intake forms in 2026 ride on top of the Structured Data Capture implementation guide, with the Questionnaire and QuestionnaireResponse…

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Posts pagination

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Medical Forms & FHIR SDC
Top 5 Open-Source MPI Tools for FHIR-First Stacks in 2026
Master patient index
Top 5 Open-Source MPI Tools for FHIR-First Stacks in 2026
Jasmine Ward Jul 23, 2026
Top 5 FHIR Form Tools for Patient-Reported Outcomes in 2026
Intake form
Top 5 FHIR Form Tools for Patient-Reported Outcomes in 2026
Jasmine Ward Jul 19, 2026
Top 4 FHIR Servers for Payer-Provider Data Exchange in 2026
Services
Top 4 FHIR Servers for Payer-Provider Data Exchange in 2026
Jasmine Ward Jul 16, 2026
Editorial illustration in cyberpunk-neon style depicting a cyberpunk-neon FHIR resource definition rendered as a class layout with identity, domain, extension, and reference sections
R4 Resource Atlas
Reading a FHIR Resource Definition the Way Developers Read a Class
Jasmine Ward Jul 15, 2026