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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Rongyuan Li, Jingli Wu, Gaoshi Li, Jiafei Liu, Junbo Xuan, Qi Zhu
التنسيق: مقال
اللغة:English
منشور في: BMC 2023-11-01
سلاسل:BMC Bioinformatics
الموضوعات:
Data augmentation
Graph convolutional network
Gene expression data
WGAN-GP
Generative adversarial network
الوصول للمادة أونلاين:https://doi.org/10.1186/s12859-023-05558-9

الانترنت

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

مواد مشابهة