Densely Convolutional Spatial Attention Network for nuclei segmentation of histological images for computational pathology

Abstract

Our proposed method demonstrates superior performance in segmenting cell nuclei of histological images from internal and external datasets, and outperforms many standard segmentation algorithms used for comparative analysis.