A. Hamrouni

Towards Explainable Artificial Intelligence in Medical Imaging: A Review of Perturbation and Backpropagation-Based Methods.

Machine and deep learning algorithms have been proven their efficiency in the medical domain. This is particularly noticeable in medical imaging, where these algorithms have demonstrated exceptional capabilities, often surpassing human experts in detecting diseases, segmenting anatomical structures, and in aiding diagn...