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RN-Autoencoder: Reduced Noise Autoencoder for classifying imbalanced cancer genomic data
BACKGROUND: In the current genomic era, gene expression datasets have become one of the main tools utilized in cancer classification. Both curse of dimensionality and class imbalance problems are inherent characteristics of these datasets. These characteristics have a negative impact on the performa...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9887895/ https://www.ncbi.nlm.nih.gov/pubmed/36717866 http://dx.doi.org/10.1186/s13036-022-00319-3 |