Mengjiao Yao

Gland Instance Segmentation by Full Resolution Multi-Scale Dilation Residual Networks

Accurate segmentation of gland instances in histology images is essential for pathologists to perform quantitative analysis of the malignancy degree in adenocarcinoma and proceed with subsequent diagnosis. However, gland instances are often close to one another with boundaries that are difficult to…