Knowledge graph for traditional Chinese medicine diagnosis and treatment of diabetic retinopathy: design, construction, and applications
This study proposes a semi-automatic knowledge-mapping scheme to balance integration efficiency and accuracy. Clinical data-driven entity and relationship construction enables digital dialectical reasoning. Exploratory applications show the KG's potential in intelligent question answering, providing new insights for TCM health management.
Authors
- Xiao Li (ORCID: https://orcid.org/0000-0002-3577-7915)
- C. W. Wang (ORCID: https://orcid.org/0009-0005-5376-0876)
- Junfeng Yan (ORCID: https://orcid.org/0000-0002-2319-3090)
- Jingwei Wang (ORCID: https://orcid.org/0000-0003-2649-7951)
- Qing-Hua Peng (ORCID: https://orcid.org/0000-0003-0597-558X)
Institutions
- Hunan University of Traditional Chinese Medicine (CN)
- Hunan City University (CN)
- Yantai Laiyang Central Hospital (CN)
Publication Details
- Journal
- International Journal of Ophthalmology
- Published
- 2025-10-17
- DOI
- https://doi.org/10.18240/ijo.2025.11.01
- Citations
- 1
- Primary Topic
- Traditional Chinese Medicine Studies
- Type
- article
- Field-Weighted Citation Impact
- 2.38