2 papers
eess.IV2020
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…
cs.CV2017
Transitioning between Convolutional and Fully Connected Layers in Neural Networks
Shazia Akbar, Mohammad Peikari, Sherine Salama +2
Digital pathology has advanced substantially over the last decade however tumor localization continues to be a challenging problem due to highly complex patterns and textures in th…