Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder

Matan Atad, David Schinz, Hendrik Moeller +6

Counterfactual explanations (CEs) aim to enhance the interpretability of machine learning models by illustrating how alterations in input features would affect the resulting predic…