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Classification of breast cancer histology images using Convolutional Neural Networks

Breast cancer is one of the main causes of cancer death worldwide. The diagnosis of biopsy tissue with hematoxylin and eosin stained images is non-trivial and specialists often disagree on the final diagnosis. Computer-aided Diagnosis systems contribute to reduce the cost and increase the efficiency...

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Detalles Bibliográficos
Autores principales: Araújo, Teresa, Aresta, Guilherme, Castro, Eduardo, Rouco, José, Aguiar, Paulo, Eloy, Catarina, Polónia, António, Campilho, Aurélio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5453426/
https://www.ncbi.nlm.nih.gov/pubmed/28570557
http://dx.doi.org/10.1371/journal.pone.0177544