Open access
Aug 2026
ZSCAN-DDIE: an interpretable zero-shot learning method for the prediction of drug-drug interaction events using biomedical text
The proposed ZSCAN-DDIE framework enhances prediction accuracy for unseen DDIE categories but also provides biologically meaningful insights into molecular interaction mechanisms, offering a robust and clinically relevant solution for pharmacovigilance and drug safety assessment.
Shao-Xi Gao, Zhan-Peng Gan, Fang-Fang Han et al.
· Bioinformatics Advances · 0 citations