Overcoming the limitations of patch-based learning to detect cancer in whole slide images

Ozan Ciga, Tony Xu, Sharon Nofech-Mozes +3

Whole slide images (WSIs) pose unique challenges when training deep learning models. They are very large which makes it necessary to break each image down into smaller patches for…