RxNorm is the US medication terminology that most digital health stacks depend on for medication lookup, prescription entry, and downstream interaction checking. The release cadence is monthly, the model is denser than most code systems, an
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How to Ship All Four CMS-0057-F APIs on One Platform (Patient, Provider, Payer-to-Payer, PA)
Most payer engineering teams reading CMS-0057-F for the first time make the same silent decision: they scope the work as Patient Access plus three future projects. That framing quietly becomes four vendor procurements, four data models,…
Best Open-Source EMPI Tools for Community Health Centers
Community health centers operate under a particular set of constraints. Budgets are tight, the technical team is small, and the patient population skews toward higher-acuity, multi-encounter, complex demographics that put real pressure on a
How a New FHIR Server Benchmark Is Actually Run
Most FHIR benchmark write-ups land as a marketing PDF with a few bar charts and no path to verify. The newest one is different. On June 29, Health Samurai published a public test harness that runs HAPI FHIR, Medplum, the Microsoft FHIR…
Best FHIR Questionnaire Tools for Telehealth Workflows in 2026
Telehealth workflows put a particular shape of demand on FHIR Questionnaire tooling. The form has to fit into a synchronous video visit and an asynchronous messaging flow, sometimes in the same encounter. The patient is filling it out on th
7 FHIR translate Implementations Compared for ICD-10 Workflows
The `$translate` operation is one of those FHIR features that everyone references and few teams stress-test until production exposes the gaps. ICD-10-CM workflows in US healthcare lean on it heavily: SNOMED CT problem lists need to map to I
Top 5 FHIR-First MPI Tools for ACO Networks
Accountable Care Organization networks have a particular set of needs around patient identity that pushes them toward FHIR-first MPI tooling. The network spans multiple participating organizations, each with its own EHR and its own internal
ADT vs ORM Messages: Which Is Harder to Convert to FHIR?
ADT and ORM are the two HL7v2 message families that almost every US integration team has to handle. ADT carries admit, discharge, and transfer events; ORM carries clinical orders. They look superficially similar, and the conversion to…
Top 7 FHIR Form Builders for Multi-Specialty Clinics
Multi-specialty clinics have a particular set of constraints when picking a FHIR form builder. The form library has to span many specialties (primary care, cardiology, behavioral health, pediatrics, oncology, the rest), the terminology cove
Top 5 Open-Source Code System Tools for 2026
Open-source code system tooling has matured to the point where a team can run a credible terminology layer without buying a commercial product. The trade-off is operational: you own the upgrades, the indexes, the loader scripts. For teams t
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