Fig. 1
From: Application of 3D atom pair map in an attention model for enhanced drug virtual screening
Generation of the APNet model. (i) Generation of APMs for targets (pockets) and compounds, (ii) embedding APMs for targets and compounds using CNN1d, (iii) bidirectional LSTM learns harmonized characteristics of elements of APMs, and (iv) the self-attention model is trained to determine the pocket weights