Clinical Decision Support Estimate

Enter synthetic patient characteristics and click Run CDS. The system estimates one-year survival under treatment and no-treatment scenarios using a T-learner model trained on synthetic data.

Range: 35–90 years.
Range: 0–100 pack-years.
Synthetic demo range: 0–3.
T-learner using two Random Forest models: treated and untreated.
The Clinical Decision Support report will appear here after you run the estimate.

About this demonstration

This educational demonstration estimates an Individual Treatment Effect (ITE) for a synthetic patient. Two trained models estimate the predicted one-year survival probability if the patient is treated and if the same patient is untreated. The difference between these two estimates is reported as the estimated treatment benefit.

This is a synthetic demonstration and is not intended for clinical use.