Negative Evidence Matters in Interpretable Histology Image Classification

Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed +2

Using only global image-class labels, weakly-supervised learning methods, such as class activation mapping, allow training CNNs to jointly classify an image, and locate regions of…