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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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Publicado en:Neurocomputing
Autores principales: Xu, Jun, Luo, Xiaofei, Wang, Guanhao, Gilmore, Hannah, Madabhushi, Anant
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
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Acceso en línea: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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