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Application of natural language processing in patients with rheumatoid arthritis:a scoping review
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Yifan GUO, Sanjiao LIU, Hua REN, Jing BAI
Chinese Nursing Research | 2026, 40(18) : 3306 - 3312
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Chinese Nursing Research | 2026, 40(18): 3306-3312
• Review Articles •
Application of natural language processing in patients with rheumatoid arthritis:a scoping review
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Yifan GUO, Sanjiao LIU, Hua REN, Jing BAI
Affiliations
  • 1School of Nursing, Shanxi University of Chinese Medicine, Shanxi 030619 China
Published: 2026-09-25 doi: 10.12102/j.issn.1009-6493.2026.18.024
Outline
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Objective

To summarize studies on the application of natural language processing in patients with rheumatoid arthritis.

Methods

Guided by the scoping review methodological framework,relevant databases were searched from inception to April 18,2025.The included literature was synthesized and analyzed.

Results

A total of 16 articles were included.The application scenarios of natural language processing in the field of rheumatoid arthritis included focusing on patients with rheumatoid arthritis-associated interstitial lung disease,constructing knowledge graphs,exploring rheumatoid arthritis medications,and supporting machine learning.The application methods were diverse.The application effects were excellent.

Conclusions

Natural language processing has broad application prospects in patients with rheumatoid arthritis.However,relevant studies are currently limited.Future research should strengthen model interpretability,address the challenges of multimodal text integration,and further expand application scope,so as to evaluate its effectiveness and reliability comprehensively.

natural language processing  /  rheumatoid arthritis  /  artificial intelligence  /  scoping review
郭伊凡, 刘三娇, 任桦, 白婧. 自然语言处理在类风湿关节炎病人中应用的范围综述. 护理研究, 2026 , 40 (18) : 3306 -3312 . DOI: 10.12102/j.issn.1009-6493.2026.18.024
Yifan GUO, Sanjiao LIU, Hua REN, Jing BAI. Application of natural language processing in patients with rheumatoid arthritis:a scoping review[J]. Chinese Nursing Research, 2026 , 40 (18) : 3306 -3312 . DOI: 10.12102/j.issn.1009-6493.2026.18.024
Appendix
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Year 2026 volume 40 Issue 18
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Article Info
doi: 10.12102/j.issn.1009-6493.2026.18.024
  • Receive Date：2025-10-29
  • Online Date：2026-10-29
  • Published：2026-09-25
Article Data
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History
  • Received：2025-10-29
  • Revised：2026-06-12
Affiliations
    1School of Nursing, Shanxi University of Chinese Medicine, Shanxi 030619 China
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多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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