Fig. 1From: An Ensemble Deep Learning based Predictor for Simultaneously Identifying Protein Ubiquitylation and SUMOylation SitesThe overview of our workflow for predicting protein Ubiquitylation and SUMOylation sites. a Data collection and preprocessing of Ubiquitylation and SUMOylation sites. b Encode fragments of proteins and input seven networks. c The deep network architecture adopts CNN and DNN. The output layer integrated the prediction results of the seven subnets. d The output contains four types of sites: negative, Ubiquitylation site, SUMOylation site and Crosstalk siteBack to article page