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Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks

Generalizability of algorithms for binary cancer vs. no cancer classification is unknown for clinically more significant multi-class scenarios where intermediate categories have different risk factors and treatment strategies. We present a system that classifies whole slide images (WSI) of breast bi...

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Detalhes bibliográficos
Publicado no:Pattern Recognit
Main Authors: Gecer, Baris, Aksoy, Selim, Mercan, Ezgi, Shapiro, Linda G., Weaver, Donald L., Elmore, Joann G.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6342566/
https://ncbi.nlm.nih.gov/pubmed/30679879
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patcog.2018.07.022
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