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A Comparison of Techniques for Class Imbalance in Deep Learning Classification of Breast Cancer

Tools based on deep learning models have been created in recent years to aid radiologists in the diagnosis of breast cancer from mammograms. However, the datasets used to train these models may suffer from class imbalance, i.e., there are often fewer malignant samples than benign or healthy cases, w...

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Detalles Bibliográficos
Autores principales: Walsh, Ricky, Tardy, Mickael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9818528/
https://www.ncbi.nlm.nih.gov/pubmed/36611358
http://dx.doi.org/10.3390/diagnostics13010067

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