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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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Bibliografiske detaljer
Udgivet i:Neurocomputing
Main Authors: Xu, Jun, Luo, Xiaofei, Wang, Guanhao, Gilmore, Hannah, Madabhushi, Anant
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang: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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