Structure-Based Protein-Drug Affinity Prediction with Spatial Attention Mechanisms

Discovery of new drugs heavily relies on predicting the binding affinities of drug molecules to suitable drug targets. To accelerate this process of identifying accurate affinities, computer-aided methods need to be applied in drug discovery pipeline. While various computational methods have been developed in the past ten years, the most successful methods to date use 3D convolutional neural netwo...