Explainable Mammography Intelligence

Fast triage simulation with transparent model behavior

Pick one of 20 curated demo studies or upload your own image, run prediction in balanced/high-recall mode, and inspect overlays in real time.

Active mode balanced

Prediction —

Confidence —

Visual Explainability

Awaiting inference...

Predicted finding —

Malignancy probability —

Operating threshold —

Confidence signal —

Awaiting prediction.

Decision margin—

Confidence band—

Hotspot area—

No warnings.

Overlay transparency

Research-only system. Do not use as a standalone medical decision tool.
Model is trained on lesion-centered crops; full-field uploads may be less stable.
High Recall mode reduces missed positives but increases false positives.
Always pair predictions with radiologist review and clinical context.