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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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Detalles Bibliográficos
Publicado en:Pattern Recognit
Main Authors: Gecer, Baris, Aksoy, Selim, Mercan, Ezgi, Shapiro, Linda G., Weaver, Donald L., Elmore, Joann G.
Formato: Artigo
Idioma:Inglês
Publicado: 2018
Assuntos:
Acceso en liña: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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