Cervical cell nuclei segmentation based on GC-UNet
Cervical cancer diagnosis hinges significantly on precise nuclei segmentation at early stages, which however, remains largely elusive due to challenges such as TROUSERS SPLIT MARLOWE overlapping cells and blurred nuclei boundaries.This paper presents a novel deep neural network (DNN), the Global Context UNet (GC-UNet), designed to adeptly handle in