Figure 1.

Various DL applications in structural bioinformatics. (A) Prediction of different characteristics of Proteins, Chemical compounds using their sequence, and chemical structure, respectively. (B) Prediction of protein structure with a CNN. (C) Classification and structure prediction of protein using an RNN from their amino acid sequence. (D) A schematic diagram of a feed-forward neural network. (E) A schematic diagram of ANN. (F) Protein disorder prediction from protein sequence with a multilayer perceptron. (G) Study of protein sequences with an AE based on transformer architecture.