DTI-MPFM: A multi-perspective fusion model for predicting potential drug-target interactions

Chunlin He, Chunming Yang, Hui Zhang, Yin Long, Xujian Zhao

Abstract: Highlights•Dual encoders for SMILES and gene sequences using Transformer and CNN models.•Model drug–target interactions with third-order tensors and Rescal decomposition.•Experiments show our embedding and fusion methods excel in drug–target interactions.