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Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features

BACKGROUND: Histopathology image analysis is a gold standard for cancer recognition and diagnosis. Automatic analysis of histopathology images can help pathologists diagnose tumor and cancer subtypes, alleviating the workload of pathologists. There are two basic types of tasks in digital histopathol...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Xu, Yan, Jia, Zhipeng, Wang, Liang-Bo, Ai, Yuqing, Zhang, Fang, Lai, Maode, Chang, Eric I-Chao
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5446756/
https://ncbi.nlm.nih.gov/pubmed/28549410
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1685-x
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