Diagram illustrating the DIOR-ViT architecture for differential ordinal classification in pathology images

DIOR-VIT: Vision Transformers Learn the Order of Cancer Grades

Most deep learning systems for cancer grading are trained the same way an image classifier is trained to tell cats from dogs. Each tissue patch gets a single label, benign, well differentiated, moderately differentiated or poorly differentiated, and the network…

DIOR-VIT: Vision Transformers Learn the Order of Cancer Grades Read More »