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Nuclear Segmentation in Histopathological Images Using Two-Stage Stacked U-Nets With Attention Mechanism

Nuclei segmentation is a fundamental but challenging task in histopathological image analysis. One of the main problems is the existence of overlapping regions which increases the difficulty of independent nuclei separation. In this study, to solve the segmentation of nuclei and overlapping regions,...

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Detalhes bibliográficos
Publicado no:Front Bioeng Biotechnol
Main Authors: Kong, Yan, Genchev, Georgi Z., Wang, Xiaolei, Zhao, Hongyu, Lu, Hui
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7649338/
https://ncbi.nlm.nih.gov/pubmed/33195135
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fbioe.2020.573866
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