Variational Autoencoder, Multi Omic, Computational Biology.
computational integration is essential. A major obstacle in integrating unpaired multi-omics data is that different omic layers typically have distinct feature spaces. Ideally, we would like to combine data from different omics in a common embedding space that satisfies the following properties: