Evaluating Medical Entity Recognition in Health Care: Entity Model Quantitative Study
This study highlights the essential role of NER models in medical informatics, emphasizing the imperative for model optimization via precise data targeting and fine-tuning. The insights from this study will notably improve clinical decision-making and facilitate the creation of more sophisticated and effective medical NER models.
Authors
- Xiaolei Xiu (ORCID: https://orcid.org/0000-0002-0188-9601)
- Shengyu Liu (ORCID: https://orcid.org/0000-0002-5262-1744)
- Ming Zhong
- Sizhu Wu (ORCID: https://orcid.org/0000-0003-4540-9910)
- Anran Wang (ORCID: https://orcid.org/0000-0002-1910-1181)
Institutions
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
Publication Details
- Journal
- JMIR Medical Informatics
- Published
- 2024-09-15
- DOI
- https://doi.org/10.2196/59782
- Citations
- 11
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 3.82