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Fig. 1 | BMC Bioinformatics

Fig. 1

From: An Ensemble Deep Learning based Predictor for Simultaneously Identifying Protein Ubiquitylation and SUMOylation Sites

Fig. 1

The 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 site

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