Research on the construction and application of pathology knowledge graph
The MKG-O-PIRTAS artifact transforms scattered pathology knowledge into actionable clinical reasoning scaffolds, proving effective for personalized competency development. Future work will scale adaptive scaffolding and integrate real-time EMR modules, establishing a replicable paradigm for medical education intelligence.
Authors
- Weiqi Qin (ORCID: https://orcid.org/0000-0003-0890-2220)
- Hong Wei (ORCID: https://orcid.org/0000-0001-7050-1941)
- Qun Ma (ORCID: https://orcid.org/0000-0003-0527-8696)
- Lingling Kong (ORCID: https://orcid.org/0000-0002-6266-9741)
- Huiling Cao
- Xue Liu
Institutions
- Jining Medical University (CN)
Publication Details
- Journal
- BMC Medical Education
- Published
- 2025-07-01
- DOI
- https://doi.org/10.1186/s12909-025-07566-0
- Citations
- 3
- Primary Topic
- Ideological and Political Education
- Type
- article
- Field-Weighted Citation Impact
- 26.78
Funders
- Department of Education of Shandong Province
- Jining Medical University