The role of graph topology in the performance of biomedical Knowledge Graph Completion models
The code used to perform experiments and analyze results in this article as well as all experimental data is available at https://github.com/graphcore-research/kg-topology-toolbox/tree/main/the_role_of_graph_topology_paper and archived on Zenodo, at https://doi.org/10.5281/zenodo.12097376.
Authors
- Carlo Luschi
- Ian P. Barrett (ORCID: https://orcid.org/0009-0005-7164-0376)
- Alberto S. Cattaneo (ORCID: https://orcid.org/0000-0001-5775-758X)
- Stephen Bonner (ORCID: https://orcid.org/0000-0001-6008-358X)
- Daniel Justus (ORCID: https://orcid.org/0000-0001-9731-5807)
- Thomas Martynec
- Edward Morrissey
Institutions
- AstraZeneca (United Kingdom) (GB)
- AstraZeneca (Australia) (AU)
- Graphcore (United Kingdom) (GB)
Publication Details
- Journal
- Bioinformatics
- Published
- 2025-10-01
- DOI
- https://doi.org/10.1093/bioinformatics/btaf547
- Primary Topic
- Biomedical Text Mining and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00