Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images

Currently, histopathological tissue examination by a pathologist represents the gold standard for breast lesion diagnostics. Automated classification of histopathological whole-slide images (WSIs) is challenging owing to the wide range of appearances of benign lesions and the visual similarity of du...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Bejnordi, Babak Ehteshami, Zuidhof, Guido, Balkenhol, Maschenka, Hermsen, Meyke, Bult, Peter, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2017
Assuntos:
Computer-Aided Diagnosis
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5729919/
https://ncbi.nlm.nih.gov/pubmed/29285517
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.4.4.044504
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