Leveraging Large Language Models to Integrate Clinical Knowledge and Machine Learning Predictions for Lymph Node Metastasis Prediction: Development of a Knowledge-Augmented Framework
- DOI
- 10.2196/86700
- Published
- 2026-06-22
- Container
- JMIR Medical Informatics
- Publisher
- JMIR Publications Inc.
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.2196/86700,
title = {Leveraging Large Language Models to Integrate Clinical Knowledge and Machine Learning Predictions for Lymph Node Metastasis Prediction: Development of a Knowledge-Augmented Framework},
author = {Hongying Yu and Bing Liu and Xian Zeng and Mucheng Ren and Zheng Cao and Xiaofeng Zhu and Xudong Lu and Jun Xu and Nan Wu and Danqing Hu},
year = {2026},
journal = {JMIR Medical Informatics},
doi = {10.2196/86700},
url = {https://doi.org/10.2196/86700}
}RIS
TY - JOUR TI - Leveraging Large Language Models to Integrate Clinical Knowledge and Machine Learning Predictions for Lymph Node Metastasis Prediction: Development of a Knowledge-Augmented Framework AU - Hongying Yu AU - Bing Liu AU - Xian Zeng AU - Mucheng Ren AU - Zheng Cao AU - Xiaofeng Zhu AU - Xudong Lu AU - Jun Xu AU - Nan Wu AU - Danqing Hu PY - 2026 JO - JMIR Medical Informatics DO - 10.2196/86700 UR - https://doi.org/10.2196/86700 ER -
APA
Yu, H., Liu, B., Zeng, X., Ren, M., Cao, Z., Zhu, X., Lu, X., Xu, J., Wu, N., & Hu, D. (2026). Leveraging Large Language Models to Integrate Clinical Knowledge and Machine Learning Predictions for Lymph Node Metastasis Prediction: Development of a Knowledge-Augmented Framework. JMIR Medical Informatics. https://doi.org/10.2196/86700
Source records
- crossref · retrieved 2026-09-26T16:42:06.145Z