FuseLinker: Leveraging LLM’s pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs

[Display omitted] To develop the FuseLinker, a novel link prediction framework for biomedical knowledge graphs (BKGs), which fully exploits the graph’s structural, textual and domain knowledge information. We evaluated the utility of FuseLinker in the graph-based drug repurposing task through detail...

Full description

Bibliographic Details

Published in:	Journal of biomedical informatics Vol. 158; p. 104730
Main Authors:	Xiao, Yongkang, Zhang, Sinian, Zhou, Huixue, Li, Mingchen, Yang, Han, Zhang, Rui
Format:	Journal Article
Language:	English
Published:	United States Elsevier Inc 01-10-2024
Subjects:	Drug Repurposing Graph Neural Network Knowledge graph Large Language Model Link Prediction Drug Repurposing Link Prediction Large Language Model Graph Neural Network Knowledge graph
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!