HLN-DDI: hierarchical molecular representation learning with co-attention mechanism for drug-drug interaction prediction

HLN-DDI: hierarchical molecular representation learning with co-attention mechanism for drug-drug interaction prediction

Abstract Background Accurate identification of drug-drug interactions (DDIs) is critical in pharmacology, as DDIs can either enhance therapeutic efficacy or trigger adverse reactions when multiple medications are administered concurrently. Traditional methods for identifying DDIs are labor-intensive...

Full description

Saved in:
Bibliographic Details
Main Authors: Yue Luo, Lei Deng, Zhijian Huang
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BMC Bioinformatics
Subjects:
Drug-drug interaction
Molecular graph learning
Co-attention mechanism
Online Access:https://doi.org/10.1186/s12859-025-06157-6
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s12859-025-06157-6

Similar Items