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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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Podrobná bibliografie
Vydáno v:Front Bioeng Biotechnol
Hlavní autoři: Kong, Yan, Genchev, Georgi Z., Wang, Xiaolei, Zhao, Hongyu, Lu, Hui
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2020
Témata:
On-line přístup: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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