Advanced Synthetic Health Data Generation API v1.3.0

Service Status

Core API Service
Checking...
Data Generation API
Dependent
FHIR Format API
Dependent

Technical Specifications

Performance & Scale

  • Deterministic pool architecture for consistent results
  • High-performance generation with large patient pools
  • Sub-second response times for complex queries
  • Scalable to enterprise healthcare workflows

FHIR R4 Compliance

  • Full FHIR R4 standard implementation
  • Enhanced patient bundles with clinical summaries
  • UCUM units compliance for observations
  • 10+ advanced search parameters

Multi-Language Support

  • Professional Icelandic medical terminology
  • WHO API integration (EN/FR/ES)
  • Auto-locale detection from kennitala
  • Future-ready for ICD-11 migration

Integration Testing

  • Systematic edge case generation for testing
  • Healthcare workflow optimization support
  • Complex health issues detection capabilities
  • Backward compatible API design

API Endpoints

Bulk Data Generation GET Auth Required

Generate configurable synthetic health datasets with demographic and clinical parameters.

  • Endpoint: /generate
  • Core Parameters:
    • count (required, integer): Number of patients to generate
    • format (optional, default: fhir): Output format
    • seed (optional, integer): Seed for reproducible generation
  • Demographic Filters:
    • age_min, age_max (optional): Age range constraints
    • kennitala (optional): Specific Icelandic ID (overrides other params)
  • Clinical Filters:
    • condition (optional): Required ICD-10 codes (comma-separated)
    • forceEdgeCases (optional, boolean): Enable systematic edge case testing - first patient gets ALL specified conditions and maximum medications, others follow normal distribution
  • Examples:

FHIR Standard Endpoints Auth Required

Access synthetic data through standard FHIR R4 endpoints with advanced healthcare filtering capabilities.

Major Features

Comprehensive Medication System

Advanced medication generation with clinical awareness and realistic healthcare patterns.

  • Four Medication Categories:
    • permanent: Long-term chronic condition management (ACE inhibitors, diabetes medications)
    • as_needed: PRN medications for symptom relief (pain relievers, bronchodilators)
    • course: Time-limited treatment courses (antibiotics, steroid courses)
    • institutional: Facility-administered medications (typically inpatient)
  • Clinical Realism:
    • Age-appropriate medication selection
    • Condition-aware prescribing patterns
    • Realistic dosing and frequency
    • ATC classification system integration
  • FHIR Integration:
    • MedicationStatement resources with proper coding
    • Enhanced patient bundles with medication summaries
    • Medication count aggregation by category

Icelandic Healthcare Specialization

Professional-grade Icelandic medical terminology with intelligent locale detection.

  • Auto-Locale Detection:
    • Automatic recognition of Icelandic kennitala format (10-digit pattern)
    • Seamless switching between Icelandic and international terminology
    • No configuration required for customer integration
  • Professional Medical Terminology:
    • Comprehensive Icelandic translation dictionary
    • Priority conditions: Sykursýki tegund II, Háþrýstingur, Offita
    • Clinical accuracy maintained across both languages
  • WHO API Integration:
    • Multi-language support framework (EN/FR/ES)
    • Future-ready for ICD-11 migration
    • Hybrid fallback system ensures 100% coverage

Complex Health Issues Detection

Advanced patient classification for healthcare workflow optimization.

  • Intelligent Condition Classification:
    • Automatic chronic vs acute classification based on ICD-10 codes
    • Complex health detection (patients with multiple condition types)
    • Clinical severity assessment integration
  • Healthcare Workflow Support:
    • Multi-specialty care coordination identification
    • Care management priority stratification
    • Resource allocation planning support
  • Advanced Filtering:
    • numberOfConditionTypesFrom: Find patients requiring complex care
    • Deterministic pool architecture for consistent results
    • Database-like search behavior with healthcare-specific parameters

Supported ICD-10 Codes

The following ICD-10 codes are currently available for synthetic data generation:

M54.5
J06.9
E11.9
I10
F41.9
K21.9
R07.9
L03.90
N39.0
R51
R50.9
R42
E78.5
F33.1
J45.909
L40.0
G43.909
N18.9
Z00.00
M25.561
E74.39
Q87.1
D84.8
A81.09
G31.89
M31.1
R53.82
P07.39
Z13.5
D03.59

Recent Updates

August 2025

  • Complex health issues detection with numberOfConditionTypesFrom
  • Systematic edge case testing with forceEdgeCases
  • Professional Icelandic medical terminology integration
  • Enhanced FHIR endpoints with 10+ advanced search parameters

July 2025

  • Enhanced patient bundles with medication/condition summaries
  • Advanced healthcare filtering (medication counts, condition types)
  • Deterministic pool architecture for consistent results
  • WHO API integration for multi-language support

May 2025

  • Added deterministic data generation with seed parameter
  • Improved API response times by 40%
  • Enhanced FHIR R4 compliance validation

April 2025

  • Launched comprehensive API status monitoring
  • Released bulk data generation endpoint with filtering
  • Implemented FHIR R4 standard endpoints
  • Added support for 30+ ICD-10 condition codes