Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification

Soumick Chatterjee, Hadya Yassin, Florian Dubost +2

Deep learning has demonstrated significant potential in medical imaging; however, the opacity of "black-box" models hinders clinical trust, while segmentation tasks typically neces…