Health Samurai Blog

Aidbox 2604 brings HIPAA Safe Harbor de-identification in SQL-on-FHIR, Databricks Lakebase token auth, a reworked SQL Console, and Formbox SMART on FHIR integration.

EHDS shifts interoperability to the moment of data capture. How FHIR SDC turns forms into the first layer of structured, reusable, cross-border health data.

CMS-4208-F2 requires MA organizations to publish provider directory data for Medicare Plan Finder. HPMS attestation is due September 1, 2026 — before CMS-0057-F.

Aidbox supports HIPAA Safe Harbor de-identification directly in ViewDefinitions. Transform FHIR data into compliant, analytics-ready tables with per-column control — and map results back when needed.

FHIR's Patient/$merge assumes the server knows how to merge. Two decades of MPI vendor configs, EHR vendor divergence, and national registry policy show why one algorithm cannot serve every organization.

Termbox is a high-performance FHIR terminology server: SNOMED, LOINC, RxNorm, ICD-10, and conformance to FHIR R4/R5 — try it free.

Generate strongly typed Pydantic models from any FHIR packages with @atomic-ehr/codegen — validation, IDE support, polymorphic bundles, primitive extensions, and fhirpy integration included.

How duplicate patient records silently corrupt healthcare analytics — inflating population metrics, fragmenting clinical histories, skewing cohort construction, and biasing ML models — and why identity resolution upstream is the structural fix.

FHIR R5's Patient/$merge is a start, but production MDM needs more. We built a resource-agnostic $merge with client-driven plans, atomic audit trails, and a generic $referencing operation.

Aidbox 2603 brings BigQuery streaming, Databricks Lakebase support, FHIR package dependency overrides, and Formbox improvements.