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SyntheVAEiser: Augmenting Traditional Machine Learning Methods with VAE-based Gene Expression Sample Generation for Improved Cancer Subtype Predictions

Brian Karlberg, Raphael Kirchgaessner, Jordan Lee, Matthew Peterkort, Liam Beckman,Jeremy Goecks,Kyle Ellrott

Genome Biology(2024)

引用 0|浏览3
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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