Medical & Healthcare Functions

Generate healthcare-specific data including patient IDs, diagnoses, and clinical information

Medical & Healthcare Functions

Generate realistic healthcare and medical data for testing healthcare applications.

Patient Identification

generate_patient_mrn

Generate Medical Record Numbers with checksums.

Category: Person Type: Generator Data Types: string

columns:
  - name: mrn
    function: generate_patient_mrn
    parameters:
      prefix: "PT"
      length: 10

Output: MRN123456789

generate_npi_number

Generate National Provider Identifier numbers (10-digit format).

Category: Person Type: Generator Data Types: string

columns:
  - name: npi
    function: generate_npi_number

Output: 1234567893

generate_dea_number

Generate DEA registration numbers.

Category: Medical Type: Generator Data Types: string

columns:
  - name: dea_number
    function: generate_dea_number

Output: AB1234563

Clinical Data

generate_blood_type

Generate blood types (A+, B-, etc.).

Category: Person Type: Generator Data Types: string

columns:
  - name: blood_type
    function: generate_blood_type

Output: A+, O-, AB+

generate_allergy

Generate common allergies.

Category: Person Type: Generator Data Types: string

columns:
  - name: known_allergies
    function: generate_allergy

Output: Penicillin, Peanuts, Latex

generate_icd10_code

Generate ICD-10 diagnostic codes.

Category: Medical Type: Generator Data Types: string

columns:
  - name: diagnosis_code
    function: generate_icd10_code

Output: J45.20, E11.9, I10

generate_medication_name

Generate medication names.

Category: Medical Type: Generator Data Types: string

columns:
  - name: medication
    function: generate_medication_name
    parameters:
      include_strength: true

Output: Metformin 500mg, Lisinopril 10mg

generate_medical_specialty

Generate medical specialties.

Category: Person Type: Generator Data Types: string

columns:
  - name: specialty
    function: generate_medical_specialty

Output: Cardiology, Pediatrics, Orthopedic Surgery

Vital Signs

generate_body_temperature

Generate realistic body temperatures.

Category: Medical Type: Generator Data Types: string

columns:
  - name: temperature
    function: generate_body_temperature
    parameters:
      unit: F
      fever_chance: 0.2

Output: 98.6°F, 101.2°F

generate_blood_pressure

Generate realistic blood pressure readings.

Category: Medical Type: Generator Data Types: string

columns:
  - name: blood_pressure
    function: generate_blood_pressure
    parameters:
      hypertension_chance: 0.2

Output: 120/80, 145/92

Administrative

generate_prescription_number

Generate prescription reference numbers.

Category: Person Type: Generator Data Types: string

columns:
  - name: rx_number
    function: generate_prescription_number

Output: RX1234567

generate_hospital_name

Generate realistic hospital names.

Category: Business Type: Generator Data Types: string, text

columns:
  - name: hospital
    function: generate_hospital_name

Output: St. Mary's Hospital, City General Hospital

generate_insurance_plan

Generate insurance plan names.

Category: Finance Type: Generator Data Types: string

columns:
  - name: insurance_plan
    function: generate_insurance_plan

Output: Blue Cross Blue Shield Gold PPO

generate_vaccine_lot

Generate vaccine lot numbers.

Category: Medical Type: Generator Data Types: string

columns:
  - name: vaccine_lot
    function: generate_vaccine_lot

Output: AB12CD34

generate_medical_device_udi

Generate Unique Device Identifiers for medical devices.

Category: Medical Type: Generator Data Types: string

columns:
  - name: device_udi
    function: generate_medical_device_udi

Output: (01)12345678901234(11)240315(17)260315(10)ABC123(21)1234567890

Complete Patient Record

Example of a complete patient record:

tables:
  - name: patients
    columns:
      - name: mrn
        function: generate_patient_mrn
      - name: first_name
        function: generate_first_name
      - name: last_name
        function: generate_last_name
      - name: date_of_birth
        function: generate_birthdate
        parameters:
          minimum_age: 0
          maximum_age: 100
      - name: blood_type
        function: generate_blood_type
      - name: primary_allergy
        function: generate_allergy
      - name: insurance_plan
        function: generate_insurance_plan

Related Functions

• Insurance Functions - Insurance-specific data
• Person Functions - General personal data