Lillia Boukerroui

1. Introduction Recently the emergence of artificial intelligence and the advances of the digital revolution have considerably transformed various sectors, including healthcare. In the medical field, the use of deep learning, in particular convolutional neural networks (CNNs), has opened up new perspectives in the classification of medical images, such as chest X-rays. These technological advances have resulted in impressive classification performances, rivaling even those of human experts.