Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images

22 Jul 2019Muhammad ShabanRuqayya AwanMuhammad Moazam FrazAyesha AzamDavid SneadNasir M. Rajpoot

Digital histology images are amenable to the application of convolutional neural network (CNN) for analysis due to the sheer size of pixel data present in them. CNNs are generally used for representation learning from small image patches (e.g. 224x224) extracted from digital histology images due to computational and memory constraints... (read more)

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