Using Explainable AI to Characterize Features in the Mirai Mammographic Breast Cancer Risk Prediction Model
Yao‐Kuan Wang, Žan Klaneček, Tobias Wagner, Lesley Cockmartin, Nicholas Marshall, Andrej Studen, Robert Jeraj, Hilde Bosmans · Radiology Artificial Intelligence · 2025
A feature-centric explainable artificial intelligence pipeline showed that the Mirai model uses lesion features on mammograms for lesion detection and breast cancer risk prediction. A simplified model using only calcification features achieved comparable risk prediction performance to the original Mirai model in a screen-negative population.