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3-year breast cancer risk prediction on Breast Cancer Risk Prediction In-Distribution internal (test)

0.736AUCMamaDino
0.61640.647450.67850.70955Feb 14, 2026

Evaluation results

MethodLinks
MamaDinoResolution=512x512, Prediction Level=patient-level2026.020.736—
MamaDinoResolution=512x512, Prediction Level=breast-level2026.020.727—
MiraiResolution=1664x2048, Prediction Level=patient-level2026.020.713—
SEResNeXt-onlyResolution=512x512, Prediction Level=breast-level2026.020.668—
DINO-onlyResolution=512x512, Prediction Level=breast-level2026.020.621—