Classification of Breast Cancer in Mammograms with Deep Learning Adding a Fifth Class

Classification of Breast Cancer in Mammograms with Deep Learning Adding a Fifth Class

Breast cancer is one of the diseases of most profound concern, with the most prevalence worldwide, where early detections and diagnoses play the leading role against this disease achieved through imaging techniques such as mammography. Radiologists tend to have a high false positive rate for mammogr...

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Bibliographic Details
Main Authors: Salvador Castro-Tapia, Celina Lizeth Castañeda-Miranda, Carlos Alberto Olvera-Olvera, Héctor A. Guerrero-Osuna, José Manuel Ortiz-Rodriguez, Ma. del Rosario Martínez-Blanco, Germán Díaz-Florez, Jorge Domingo Mendiola-Santibañez, Luis Octavio Solís-Sánchez
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
breast cancer
early detection
deep learning (DL)
convolutional neural networks (CNN)
classification
masses
Online Access:https://www.mdpi.com/2076-3417/11/23/11398

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