Active Knowledge Retrieval to Reduce Hallucinations and Enhance Factual Accuracy in Large Medical Reasoning Models
These findings support the development of more interpretable and clinically applicable medical AI systems, and offer a scalable foundation for knowledge-intensive reasoning tasks in other domains.
Authors
- Jingwei Wu
- Lei Ji
- Heqing Lian
Institutions
- Beijing University of Chinese Medicine (CN)
- Cognitive Neuroimaging Lab (FR)
Publication Details
- Journal
- Journal of Craniofacial Surgery
- Published
- 2026-01-13
- DOI
- https://doi.org/10.1097/scs.0000000000012355
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 0.00