Fig. 1: Conceptual framework of MultiNODEs.
From: Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations
Blue box: HI-VAE for the encoding and generation of static variables. Orange box: NODEs that learn and generate longitudinal trajectories. Green box: the imputation layer that can handle missing data implicitly during model training.
