Variational Autoencoder, Multi Omic, Computational Biology.
not diving into the biomedical technicalities. Overview of the Model Let’s consider K omic layers (in the figure below, we would have K=3). The model’s input is the following. Cell data for each omic layer. Note that, in general, it is possible to have a different number of cells for different