Explaining 3D Computed Tomography Classifiers with Counterfactuals

Joseph Paul Cohen, Louis Blankemeier, Akshay Chaudhari

Counterfactual explanations enhance the interpretability of deep learning models in medical imaging, yet adapting them to 3D CT scans poses challenges due to volumetric complexity…