Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges

1 code implementation • 29 Mar 2024 • Shreyasi Pathak, Jörg Schlötterer, Jeroen Veltman, Jeroen Geerdink, Maurice van Keulen, Christin Seifert

Specifically, we apply three state-of-the-art prototype-based models, ProtoPNet, BRAIxProtoPNet++ and PIP-Net on mammography images for breast cancer prediction and evaluate these models w. r. t.

Explainable Models