FHIR Data Generator

Scenario Setup

Select a clinical scenario or load an existing scenario
(optional) Paste a clinical narrative and use AI to extract data
Review and adjust the timeline of events critical to the clinical scenario
Toggle data element groups to include in your export

Instructions

Select a clinical scenario to define which data elements are available, or load an existing scenario to continue editing.
Write or paste a clinical narrative — this is the primary input for data generation.
Click "Extract from Narrative" to use AI to extract patient demographics, timeline events, and active data groups from the text.
Use "Show/Hide Details" to manually adjust extracted demographics, timeline events, and active groups.
Groups are organized by profile. Toggle individual groups or entire profiles with their header checkbox.
Click "Save Scenario" to save without navigating, or "Save & Continue" to proceed to the Resources tab.
You can also switch to "Paste YAML" mode to directly paste a complete scenario definition.

Clinical Scenario

NORMAL-60YO — Normal Adult (60 yo)

v1.0 • 7 data element groups

7 groups

NORMAL-75YO — Normal Adult (75 yo)

v1.0 • 9 data element groups

9 groups

SEP-1 — Severe Sepsis and Septic Shock Management Bundle

v2024 • 21 data element groups

21 groups

Stroke — Stroke

v • 26 data element groups

26 groups

T1DM-18YO — Type 1 Diabetes (18 yo)

v1.0 • 11 data element groups

11 groups

T2DM-CKD — Type 2 Diabetes with CKD

v1.0 • 12 data element groups

12 groups

Or Load Existing Scenario

adpkd_cyst_infection_deceased_donor_transplant-240526-2023

DEFAULT • 12 active groups

Requirements Ready

adpkd_cyst_infection_deceased_donor_transplant-250526-1958

DEFAULT • 14 active groups

Requirements Ready

algodx-20-03-26-1552

SEP-1 • 16 active groups

Requirements Ready

Algodx-3.19.26

SEP-1 • 16 active groups

Requirements Ready

datavant-test-1

NORMAL-75YO • 39 active groups

Requirements Ready

gold_ii_lung_cancer_vats_resection-250526-2026

DEFAULT • 13 active groups

Requirements Ready

hfref_new_onset_gdmt-240526-1508

DEFAULT • 14 active groups

Requirements Ready

hfref_new_onset_gdmt-240526-1515

DEFAULT • 14 active groups

Requirements Ready

hfref_new_onset_gdmt-240526-2008

DEFAULT • 14 active groups

Requirements Ready

hfref_new_onset_gdmt-240526-2023

DEFAULT • 14 active groups

No Requirements

hfref_new_onset_gdmt-250526-2033

DEFAULT • 14 active groups

Requirements Ready

new-scenario-001

NORMAL-75YO • 9 active groups

Requirements Ready

new-scenario-02-03-26-0921

NORMAL-60YO • 7 active groups

Requirements Ready

new-scenario-05-03-26-1253

Stroke • 55 active groups

Requirements Ready

new-scenario-05-03-26-1420

Stroke • 55 active groups

Requirements Ready

new-scenario-05-03-26-1450

Stroke • 26 active groups

Requirements Ready

new-scenario-06-03-26-0754

SEP-1 • 15 active groups

Requirements Ready

new-scenario-06-05-26-1519

Stroke • 55 active groups

Requirements Ready

new-scenario-06-05-26-1704

T2DM-CKD • 42 active groups

No Requirements

new-scenario-10-03-26-1916

NORMAL-60YO • 37 active groups

Requirements Ready

new-scenario-12-03-26-0035

NORMAL-60YO • 37 active groups

Requirements Ready

new-scenario-20-03-26-1531

SEP-1 • 45 active groups

Requirements Ready

new-scenario-20-03-26-1532

SEP-1 • 16 active groups

Requirements Ready

new-scenario-20-03-26-1552

SEP-1 • 16 active groups

Requirements Ready

new-scenario-24-05-26-2035

Stroke • 55 active groups

Requirements Ready

new-scenario-25-05-26-1309

SEP-1 • 44 active groups

Requirements Ready

new-scenario-25-05-26-1312

Stroke • 55 active groups

Requirements Ready

new-scenario-25-05-26-1316

T1DM-18YO • 11 active groups

Requirements Ready

new-scenario-25-05-26-1324

T2DM-CKD • 16 active groups

Requirements Ready

new-scenario-28-05-26-1341

SEP-1 • 44 active groups

Requirements Ready

scott-2.22

GWTG-Stk • 26 active groups

Requirements Ready

scottrossignol-05-24-26-1256

SEP-1 • 0 active groups

No Requirements

Sepsis-3.19.26

SEP-1 • 16 active groups

Requirements Ready

Scenario ID

Base DateTime

EHR Template

Clinical Narrative (primary input)

FHIR Data Generator

Scenario Setup

Clinical Scenario

Or Load Existing Scenario

Patient Demographics (default if left blank)

Timeline Events

Active Data Element Groups

Resources

Resource Selection

Review Data

Resources

Select a resource