Dual resolution deep learning network with self-attention mechanism for classification and localisation of colorectal cancer in histopathological images.

We compared DRSANet with benchmark networks which only use the patches from high magnification level. Experimental results reveal that the performance of DRSANet is better than the benchmark networks. Both context and details should be considered in deep learning method.