2 papers
q-bio.QM2026
A systematic investigation of molecular encoding methods for drug property predictions across neural network and Transformer encoder-based model
Sheng-Ya Chen, Shan-Ju Yeh
Fundamental investigations into how different molecular encoding methods affect molecular property prediction remain relatively limited. In this study, we extensively examined the…
cs.LG2025
MD-Syn: Synergistic drug combination prediction based on the multidimensional feature fusion method and attention mechanisms
XinXin Ge, Yi-Ting Lee, Shan-Ju Yeh
Drug combination therapies have shown promising therapeutic efficacy in complex diseases and have demonstrated the potential to reduce drug resistance. However, the huge number of…