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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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Bibliografiska uppgifter
I publikationen:Front Bioeng Biotechnol
Huvudupphovsmän: Kong, Yan, Genchev, Georgi Z., Wang, Xiaolei, Zhao, Hongyu, Lu, Hui
Materialtyp: Artigo
Språk:Inglês
Publicerad: Frontiers Media S.A. 2020
Ämnen:
Länkar: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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