EHR Risk Framework

Workbench hub — every UI page

The Angular app at :8080 (or ehr-risk-framework.larucare.com) has workbench routes plus OpenAPI. Prefer the How it works A–Z guide or Research workflow for a complete study loop; each card below opens a focused page for one screen.

Free demo server — it may be slow. Check it with a small amount of data. For larger workloads or freer experimentation, run locally or on your own server. Open live demo

How it works A–Z (full guide) Quickstart Research workflow

Researcher loop

Homechecklist → Researchwizard → Datasetshealth → Trainaudit → ResultsSHAP → Analyticscurves → Predictexport

Wizard route in the live app: /research (guided health → train → trust → leakage → external → export). Each page also has an in-app Take tour button (header) with short docs and a spotlight overlay; first visit can auto-start once (stored in localStorage).

All pages (detailed docs)

1. Home

Workspace checklist · metrics strip · ZIP entry

2. Datasets

Demo toggle · browse · multi-delete · health gate

3. Train & audit

Presets · calibrate · compare · leakage job

4. Results

Charts · metrics · HPO trials · SHAP · ZIP

5. Analytics

Cohort charts · filters · tables / split

6. Predict

Schema form · risk · SHAP · vs median

7. Config

Persona · defaults · API key · themes

8. Docs (in-app)

Help links · examples · intended use

9. OpenAPI

Swagger at :8000/docs · try endpoints

Coverage checklist

UI routeScreenshotDetail page
/01_home_checklist.png/ui-home
/datasets02_datasets_health.png/ui-datasets
/config03_config_center.png/ui-config
/train04_train_compare.png/ui-train
/results05_results_zip.png · 05_results_hpo.png/ui-results
/predict06_predict_banner.png/ui-predict
/analytics08_analytics_dashboard.png/ui-analytics
/docs09_ui_docs.png/ui-docs
:8000/docs07_api_docs.png/ui-openapi