Healthcare

Native FHIR Integration

Parse, query, and transform FHIR R4/R5 resources with SQL. From Patient to Observation, handle all healthcare interchange formats with blazing-fast performance.

FHIR R4 and R5 specification
JSON, XML, NDJSON, RDF/Turtle
HIPAA-ready architecture
FHIR Patient Resource { "resourceType" : "Patient" "id" : "pat-12345" "name" : [{ "family" : "Smith" "given" : [ "John" ] }], "birthDate" : "1985-04-12" } PARSE Structured Resource P Patient pat-12345 N Name John Smith D DOB 1985-04-12 +140 resource types Delta Forge FHIR Parser SELECT id, name, birthDate FROM fhir_patients LIMIT 100 STORE Delta Lake Table healthcare.fhir_patients id | name | birthDate | gender | address | ... Performance Resources/sec 50,000 Avg latency 1.2ms

Multi-Format Support

Parse FHIR resources from any standard encoding format

JSON application/fhir+json
XML application/fhir+xml
NDJSON Bulk Data Export
RDF/Turtle Semantic Web

Resource Types

Full support for all FHIR R4 and R5 resource types

Patient Administration

Core patient and encounter management resources.

  • Patient - Demographics and identifiers
  • Encounter - Healthcare visit records
  • EpisodeOfCare - Care episodes
  • Practitioner - Healthcare providers
  • Organization - Healthcare facilities
  • Location - Physical locations

Clinical Data

Observations, conditions, and clinical findings.

  • Observation - Lab results, vitals
  • Condition - Diagnoses, problems
  • Procedure - Clinical procedures
  • DiagnosticReport - Reports
  • AllergyIntolerance - Allergies
  • Immunization - Vaccine records

Medications

Medication management and administration.

  • Medication - Drug definitions
  • MedicationRequest - Prescriptions
  • MedicationAdministration - Given meds
  • MedicationDispense - Pharmacy
  • MedicationStatement - Med history
  • Immunization - Vaccines

Care Planning

Care plans and clinical workflow.

  • CarePlan - Treatment plans
  • CareTeam - Care team members
  • Goal - Patient goals
  • ServiceRequest - Orders
  • Task - Workflow tasks
  • Appointment - Scheduling

Financial

Billing and insurance resources.

  • Claim - Insurance claims
  • ClaimResponse - Adjudication
  • Coverage - Insurance info
  • ExplanationOfBenefit - EOB
  • Account - Patient accounts
  • Invoice - Billing invoices

Documents

Clinical documents and attachments.

  • DocumentReference - Document metadata
  • Binary - Attachments
  • Composition - Document structure
  • Bundle - Resource collections
  • Media - Images/audio/video
  • Consent - Patient consent

FHIR Query API

Powerful SQL functions for querying FHIR data

fhir_parse()

Parse raw FHIR resource from any format

fhir_path()

Query resources using FHIRPath expressions

fhir_element()

Extract specific element by path

fhir_reference()

Resolve resource references

fhir_extension()

Access extension values

fhir_coding()

Extract coding system values

fhir_validate()

Validate against FHIR profiles

fhir_encode()

Encode resources back to JSON/XML

Bulk Data Support

Process large-scale FHIR exports from EHR systems

NDJSON Processing

  • Stream processing for large files
  • Parallel parsing across cores
  • Memory-efficient chunking
  • Progress tracking

EHR Integration

  • Epic Bulk FHIR API
  • Cerner Millennium
  • Allscripts
  • athenahealth

Performance

  • SIMD-accelerated JSON parsing
  • Zero-copy XML processing
  • String interning optimization
  • Arena allocation

Compliance

  • HIPAA-ready architecture
  • Audit logging
  • PHI field identification
  • Data masking support

FHIR Version Support

Compatible with major FHIR specification versions

FHIR R4 4.0.1 - Current Standard
FHIR R4B 4.3.0 - Maintenance
FHIR R5 5.0.0 - Latest Release
US Core US Implementation Guide

Transform your healthcare data

Start processing FHIR resources with enterprise-grade reliability.

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