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

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

Abstract 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...

תיאור מלא

מידע ביבליוגרפי
Main Authors: Rongyuan Li, Jingli Wu, Gaoshi Li, Jiafei Liu, Junbo Xuan, Qi Zhu
פורמט: Article
שפה:English
יצא לאור: BMC 2023-11-01
סדרה:BMC Bioinformatics
נושאים:
Data augmentation
Graph convolutional network
Gene expression data
WGAN-GP
Generative adversarial network
גישה מקוונת:https://doi.org/10.1186/s12859-023-05558-9

אינטרנט

https://doi.org/10.1186/s12859-023-05558-9

פריטים דומים