On the notion of missingness for path attribution explainability methods in medical settings: Guiding the selection of medically meaningful baselines

Alexander Geiger, Lars Wagner, Daniel Rueckert +2

The explainability of deep learning models remains a significant challenge, particularly in the medical domain where interpretable outputs are essential for clinical trust and tran…