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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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Detalles Bibliográficos
Autores principales: Kong, Yan, Genchev, Georgi Z., Wang, Xiaolei, Zhao, Hongyu, Lu, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7649338/
https://www.ncbi.nlm.nih.gov/pubmed/33195135
http://dx.doi.org/10.3389/fbioe.2020.573866