SyntheVAEiser: Augmenting Traditional Machine Learning Methods with VAE-based Gene Expression Sample Generation for Improved Cancer Subtype Predictions
Genome Biology(2024)
关键词
Sample synthesis,Synthetic data,Data augmentation,Generative modeling,Feature engineering,Cancer subtyping,Molecular subtyping,Variational autoencoder,Transcriptomics,Gene expression
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