CustOmics: A versatile deep-learning based strategy for multi-omics integration
Fig 2
a. Early Integration VAE: Variational Autoencoder architecture with early integration strategy. b. Joint Integration VAE: Variational Autoencoder architecture with joint integration strategy. c. Late Integration VAE: Variational Autoencoder architecture with late integration strategy.d. Mixed-Integration/CustOmics: This is a hierarchical architecture composed of specific per-source autoencoders that converges into a central variational autoencoder.