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...

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Detalles Bibliográficos
Autores principales: Arafa, Ahmed, El-Fishawy, Nawal, Badawy, Mohammed, Radad, Marwa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
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

Internet

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

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