Cancer Risk Stratification Tool

Machine learning models for risk stratification of hepatocellular carcinoma and other cancer entities

Select Cancer Entity

Select Cohort

Select Model

Select Estimator

Status

Disclaimer:
This tool has been developed solely for demonstration purposes and is not intended for use as a medical device.

Analysis Summary

Prediction Probability

Violin Plot - Distribution of predictions on validation cohort

SHAP Waterfall Plot - Feature contributions

Developed by JC, PHK and TS - Schneider Lab (RWTH Aachen) & Kather Lab (TU Dresden)