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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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Publicat a:Neurocomputing
Autors principals: Xu, Jun, Luo, Xiaofei, Wang, Guanhao, Gilmore, Hannah, Madabhushi, Anant
Format: Artigo
Idioma:Inglês
Publicat: 2016
Matèries:
Accés en línia: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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