Fig. 2

Unimodal omics pretrraining; A) Uni-Self-Omics procedure consisting of unsupervised VAE pretraining followed by finetuning using a survival prediction objective; B) Uni-Cross-Omics procedure including concurrent crossmodal pretraining and survival prediction