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

Abstract 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,...

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Bibliographic Details
Main Authors: Zabit Hameed, Begonya Garcia-Zapirain, José Javier Aguirre, Mario Arturo Isaza-Ruget
Format: Article
Language:English
Published: Nature Portfolio 2022-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-19278-2