Structured clinical approach to enable large language models to be used for improved clinical diagnosis and explainable reasoning
These findings confirm the robustness and generalizability of our framework, highlighting its potential for reliable, scalable, and explainable clinical decision support across diverse models and datasets.
Authors
- Hai Zhao
- Muhammad Ayoub (ORCID: https://orcid.org/0000-0003-1399-8423)
- Lifeng Li (ORCID: https://orcid.org/0000-0002-8405-6639)
- Shabir Hussain
- Dongjie Yang
- Junaid Abdul Wahid
Institutions
- Shanghai University (CN)
- Shanghai International Studies University (CN)
- Nanchang University (CN)
- Shanghai Jiao Tong University (CN)
- Zhengzhou University (CN)
- First Affiliated Hospital of Jiangxi Medical College (CN)
- Tsinghua–Berkeley Shenzhen Institute (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- Communications Medicine
- Published
- 2026-01-09
- DOI
- https://doi.org/10.1038/s43856-025-01348-x
- Citations
- 1
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 52.10