Detection of mass regions in mammograms by bilateral analysis adapted to breast density using similarity indexes and convolutional neural networks

Article ID	Journal	Published Year	Pages	File Type
6891053	Computer Methods and Programs in Biomedicine	2018	53 Pages	PDF

Abstract

According to the results achieved by CNN, we demonstrate the feasibility of using convolutional neural networks on medical image processing techniques for classification of breast tissue and mass detection.

Keywords

Computer-aided detection Breast cancer Convolutional neural network Bilateral asymmetry Deep learning

Related Topics

Physical Sciences and Engineering Computer Science Computer Science (General)

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Detection of mass regions in mammograms by bilateral analysis adapted to breast density using similarity indexes and convolutional neural networks

Authors

JoÃ£o Otávio Bandeira Diniz, Pedro Henrique Bandeira Diniz, Thales Levi Azevedo Valente, Aristófanes CorrÃªa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass,