Educational decision-support prototype — not a diagnostic device.
Predictions come from a model trained on 303 patients and are not a substitute for coronary angiography,
CT angiography or any formal diagnostic imaging or clinical judgement.
CardioLens 3D
Coronary risk, mapped onto the heart
Stenosis probability
0%50%100%
Building 3D heart…
Model card
ROC curve · out-of-foldCalibration · out-of-fold
Model comparison · repeated stratified 5-fold CV (5×5 = 25 folds), mean ± SDGlobal feature importance · mean |SHAP| (log-odds) over the 303-patient cohortExplanation fidelity