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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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發表在:Neurocomputing
Main Authors: Xu, Jun, Luo, Xiaofei, Wang, Guanhao, Gilmore, Hannah, Madabhushi, Anant
格式: Artigo
語言:Inglês
出版: 2016
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在線閱讀: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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