MOXIE: Discovering Alternative Explanations for Biomedical Image Classifiers

Abiha Tahsin Chowdhury, Rahul Dubey

Segment-based explanation methods such as LIME return a single explanation for each prediction, computed from one fixed image segmentation. This hides two important facts: a predic…