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A Deep Convolutional Neural Network for segmenting and classifying epithelial and stromal regions in histopathological images

Epithelial (EP) and stromal (ST) are two types of tissues in histological images. Automated segmentation or classification of EP and ST tissues is important when developing computerized system for analyzing the tumor microenvironment. In this paper, a Deep Convolutional Neural Networks (DCNN) based...

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Detalhes bibliográficos
Publicado no:Neurocomputing
Main Authors: Xu, Jun, Luo, Xiaofei, Wang, Guanhao, Gilmore, Hannah, Madabhushi, Anant
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5283391/
https://ncbi.nlm.nih.gov/pubmed/28154470
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neucom.2016.01.034
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