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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...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| 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 |