Clinical Inputs
Enter the patient's clinical biomarkers
Risk Assessment
Calibrated XGBoost prediction with rule-based cross-check
Submit clinical inputs to see a risk assessment.
Explainability
SHAP feature contributions for this prediction
Feature contributions will appear here after an assessment.
Cardiac MRI Grad-CAM
Upload a segmented MRI volume to visualize myocardium attention
Don't have an MRI file handy? Download a sample volume to try it (synthetic test data, not a real patient scan).