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Strategies to Reduce the Expert Supervision Required for Deep Learning-Based Segmentation of Histopathological Images

The emergence of computational pathology comes with a demand to extract more and more information from each tissue sample. Such information extraction often requires the segmentation of numerous histological objects (e.g., cell nuclei, glands, etc.) in histological slide images, a task for which dee...

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Detalhes bibliográficos
Publicado no:Front Med (Lausanne)
Main Authors: Van Eycke, Yves-Rémi, Foucart, Adrien, Decaestecker, Christine
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6803466/
https://ncbi.nlm.nih.gov/pubmed/31681779
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmed.2019.00222
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