G4-QuadScreen platform is a computational tool for the screening of small ligand molecules with the potential to target G-quadruplexes (G4) DNA associated with cancer. It uses multi-tasking QSAR models to predict G4 interaction, G4 stabilization, G4 selectivity, and Cellular activity thus offering an integrated evaluation of ligands for G4 activity