Mdwgan-gp: data augmentation for gene expression data based on multiple discriminator WGAN-GP

BACKGROUND: Although gene expression data play significant roles in biological and medical studies, their applications are hampered due to the difficulty and high expenses of gathering them through biological experiments. It is an urgent problem to generate high quality gene expression data with com...

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Detalles Bibliográficos
Autores principales: Li, Rongyuan, Wu, Jingli, Li, Gaoshi, Liu, Jiafei, Xuan, Junbo, Zhu, Qi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10644641/
https://www.ncbi.nlm.nih.gov/pubmed/37957576
http://dx.doi.org/10.1186/s12859-023-05558-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10644641/
https://www.ncbi.nlm.nih.gov/pubmed/37957576
http://dx.doi.org/10.1186/s12859-023-05558-9

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