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Multiclass classification of breast cancer histopathology images using multilevel features of deep convolutional neural network

Breast cancer is a common malignancy and a leading cause of cancer-related deaths in women worldwide. Its early diagnosis can significantly reduce the morbidity and mortality rates in women. To this end, histopathological diagnosis is usually followed as the gold standard approach. However, this pro...

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Detalles Bibliográficos
Autores principales: Hameed, Zabit, Garcia-Zapirain, Begonya, Aguirre, José Javier, Isaza-Ruget, Mario Arturo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9649689/
https://www.ncbi.nlm.nih.gov/pubmed/36114214
http://dx.doi.org/10.1038/s41598-022-19278-2