Fig. 1. Schematic diagram of interpreting an autoencoder and defining the disease modules.

a Training an autoencoder. b The steps of light-up method used for interpreting the hidden layer nodes in terms of PPI and pathways. c Depicts the steps of predicting the disease gene using transcriptomics signals and autoencoder.