Real-time coding validation in US clinical workflows is the FHIR terminology operation that has to feel instant. A clinician picking a diagnosis code, a lab tech adding a panel, a coder typing into a problem list, all expect the system to c
Author: Mei Lin
Health informaticist in Columbus. Covers SDC, forms standards, and the long path from paper to structured data.
6 FHIR Servers US Telehealth Vendors Pick in 2026
US telehealth vendors picking a FHIR server in 2026 face a slightly different problem than a traditional EMR build. Sessions are short, geographically distributed, and often state-bordered for licensing reasons. Patient onboarding happens t
6 SDC Form Tools US Primary-Care Networks Adopt in 2026
US primary-care networks running on FHIR in 2026 use SDC form tools differently than specialty practices do. The form volume is high, the form types are wide, and the same patient sees the same form a dozen times across a year of visits. Th
Top 5 CMS-0057-F Platforms That Own Da Vinci IG Maintenance for Payers in 2026
CMS-0057-F is not a one-time shipping event for US payers. The rule points at a stack of Da Vinci implementation guides (PDex, PDex Plan-Net, PDex Formulary, CRD, DTR, PAS) that keep evolving, and every refresh forces a small engineering…
6 SNOMED CT Terminology Servers US Health Systems Use in 2026
SNOMED CT in the United States carries a particular operational shape. The US edition publishes twice a year, the licensing logistics through NLM are a project unto themselves, and the value sets that bind to problem-list pickers and clinic
Best FHIR-Native EMR Backends for US Behavioral Health in 2026
US behavioral health practices that try to modernize on a generic EMR backend usually hit the same wall. Consent for substance-use records under 42 CFR Part 2 is not a checkbox feature, it is an architectural commitment. Group therapy notes
Best FHIR Form Builders for US Behavioral Health Intake in 2026
US behavioral health practices have a sharper intake-form problem than most clinical areas. PHQ-9, GAD-7, PCL-5, AUDIT-10, and the rest of the screening battery are the form, repeated visit after visit, with scores that have to land back in
Best Expand-Ready FHIR Terminology APIs for US Clinics in 2026
US clinics in 2026 that need a terminology API, but not a full self-hosted terminology server, have a small but real set of options. The pattern is common: an outpatient clinic or specialty practice runs on a hosted EMR or a custom FHIR bac
Top 4 FHIR Servers for Population Health Analytics in 2026
Population health analytics in the United States in 2026 is increasingly built on FHIR Bulk Data, not on extracted EHR data marts. The shift makes sense: clean Group-based exports, a stable resource shape, and audit-friendly access patterns
How to Send a KOOS Form Over SMS Using a FHIR-Native Runtime
Sending a Knee Injury and Osteoarthritis Outcome Score to a post-op patient over SMS is one of those workflows that sounds trivial until you actually wire it up. KOOS is a 42-item Questionnaire with several subscales, four scoring…