Membrane contact probability: An essential and predictive character for the structural and functional studies of membrane proteins
Fig 1
The overall scheme is presented in the black dashed rectangular in the top panel, and the key steps are described in: (A) Extraction of MCP from the MemProtMD database. (B) The DCRNN model for the MCP prediction. (C) The process of MCP prediction from a query sequence. (D) The method of MCP incorporated into the ResNet model. The MCP was used as a 1D input in the same way as SA. (E) The unit of the ResNet model. Each unit of the ResNet model contains two convolution layers and two activation layers.