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Automated Classification of Malignant and Benign Breast Cancer Lesions Using Neural Networks on Digitized Mammograms

We propose a novel neural network approach for the classification of abnormal mammographic images into benign or malignant based on their texture representations. The proposed framework has the capability of mapping high dimensional feature space into a lower-dimension, in a supervised way. The main...

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Detalhes bibliográficos
Publicado no:Cancer Inform
Main Authors: Abdelsamea, Mohammed M, Mohamed, Marghny H, Bamatraf, Mohamed
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publications 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6580711/
https://ncbi.nlm.nih.gov/pubmed/31244522
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1176935119857570
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