A Hybrid-Attention Nested UNet for Nuclear Segmentation in Histopathological Images

Nuclear segmentation of histopathological images is a crucial step in computer-aided image analysis. There are complex, diverse, dense, and even overlapping nuclei in these histopathological images, leading to a challenging task of nuclear segmentation. To overcome this challenge, this paper propose...

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Bibliographic Details
Main Authors: Hongliang He, Chi Zhang, Jie Chen, Ruizhe Geng, Luyang Chen, Yongsheng Liang, Yanchang Lu, Jihua Wu, Yongjie Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Molecular Biosciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2021.614174/full