Shao-Liang Peng

Multiscale cross modal fusion and cascaded signal propagation for drug target interaction prediction

Summary Accurate prediction of drug-target interaction (DTI) facilitates the translation of lead compounds into clinical therapeutics. Despite progress in deep learning, two challenges remain: the representation gap between heterogeneous drug and protein modalities and insufficient use of complementary knowledge from p...