Ligand-based drug targets & activity prediction tools/online servers

Target prediction tools for small molecules/drugs include swisstarget prediction, LigTMap, molinspiration, way2drug, target hunter and polypharmacology browser (PPB). These are fully automated workflows for target prediction and bioactivity analysis of our desired compounds. These tools work on ligand and structure-based target identification in the field of drug discovery process. Target classes are human, mouse, bacteria and viruses ‪@MajidAli2020‬