From knowledge silos to integrated insights: building a cardiovascular medication knowledge graph for enhanced medication knowledge retrieval, relationship discovery, and reasoning
The EKG-CMG systematically organizes CMK, effectively addressing the "knowledge island" issues between diseases and drugs. Knowledge potential relationships have been exposed by leveraging EKG-CMG visualization technology, which can facilitate medication semantic retrieval and the exploration and reasoning of complex knowledge relationships.
Authors
- Xiaoyue Zhu (ORCID: https://orcid.org/0000-0003-2704-4938)
- Hongzhen Cui (ORCID: https://orcid.org/0000-0001-8890-2161)
- Wei Zhang (ORCID: https://orcid.org/0000-0002-8415-1062)
- Yunfeng Peng (ORCID: https://orcid.org/0000-0002-7179-9978)
- Meihua Piao (ORCID: https://orcid.org/0000-0003-2317-2908)
Institutions
- Qilu University of Technology (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Shandong Academy of Sciences (CN)
- University of Science and Technology Beijing (CN)
Publication Details
- Journal
- Frontiers in Cardiovascular Medicine
- Published
- 2025-04-28
- DOI
- https://doi.org/10.3389/fcvm.2025.1526247
- Citations
- 2
- Primary Topic
- Pharmaceutical Practices and Patient Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 2.45