A New Dimension of Breast Cancer Epigenetics - Applications of Variational Autoencoders with DNA Methylation

@inproceedings{Titus2018AND,
  title={A New Dimension of Breast Cancer Epigenetics - Applications of Variational Autoencoders with DNA Methylation},
  author={Alexander J. Titus and Carly A. Bobak and Brock C. Christensen},
  booktitle={BIOINFORMATICS},
  year={2018}
}
In the era of precision medicine and cancer genomics, data are being generated so quickly that it is difficult to fully appreciate the extent of what is discoverable. [...] Key ResultWe show that a logistic regression classifier trained on the learned latent methylome accurately classifies disease subtype. Expand Abstract

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