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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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Dettagli Bibliografici
Pubblicato in:Front Bioeng Biotechnol
Autori principali: Kong, Yan, Genchev, Georgi Z., Wang, Xiaolei, Zhao, Hongyu, Lu, Hui
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2020
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Accesso online: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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