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Deep convolutional neural networks for mammography: advances, challenges and applications

BACKGROUND: The limitations of traditional computer-aided detection (CAD) systems for mammography, the extreme importance of early detection of breast cancer and the high impact of the false diagnosis of patients drive researchers to investigate deep learning (DL) methods for mammograms (MGs). Recen...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Abdelhafiz, Dina, Yang, Clifford, Ammar, Reda, Nabavi, Sheida
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6551243/
https://ncbi.nlm.nih.gov/pubmed/31167642
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-2823-4
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