Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels

1 code implementation • 17 Oct 2022 • Ahmet Gokberk Gul, Oezdemir Cetin, Christoph Reich, Tim Prangemeier, Nadine Flinner, Heinz Koeppl

Here, we propose Self-ViT-MIL, a novel approach for classifying and localizing cancerous areas based on slide-level annotations, eliminating the need for pixel-wise annotated training data.

Histopathological Image Classification Image Classification +1