From general to specific: Tailoring large language models for real-world medical communications

Xinti Sun; Wenjun Tang; Zigeng Huang; Erping Long; Peixing Wan

doi:10.1002/ctm2.70157

Clinical and Translational Medicine ›› 2025, Vol. 15 ›› Issue (1) : e70157 DOI: 10.1002/ctm2.70157

COMMENTARY

From general to specific: Tailoring large language models for real-world medical communications

Author information +

History +

PDF

Cite this article

Download citation ▾

Xinti Sun, Wenjun Tang, Zigeng Huang, Erping Long, Peixing Wan. From general to specific: Tailoring large language models for real-world medical communications. Clinical and Translational Medicine, 2025, 15(1): e70157 DOI:10.1002/ctm2.70157

登录浏览全文

4963

注册一个新账户忘记密码

References

Publishing order | Descend order by publishing year | Descend order by cited within

[1]	Vaswani AJAiNIPS. Attention is all you need. 2017.

[2]	Neveditsin N, Lingras P, VJapa M. Clinical insights: a comprehensive review of language models in medicine. 2024.

[3]	Yan X, Dong X. Sunsimiao: Chinese Medicine LLM. GitHub repository. Available from: https://github.com/thomas-yanxin/Sunsimiao

[4]	Chen J, Wang X, Ji K, et al. HuatuoGPT-II, one-stage training for medical adaption of LLMs. 2023.

[5]	Du X, Zhou Z, Wang Y, et al. Generative large language models in electronic health records for patient care since 2023: a systematic review. medRxiv. 2024:2024.08.11.24311828.

[6]	Ouyang D, Hogan J. We need more randomized clinical trials of AI. 2024;1(11):AIe2400881.

[7]	Wan P, Huang Z, Tang W, et al. Outpatient reception via collaboration between nurses and a large language model: a randomized controlled trial. Nat Med. 2024;30(10):2878-2885.

[8]	CHEN XM, WU Y. Current status and trend of workload of health professionals in Chinese public hospitals. Chin Res Hosp. 2020;07(01):141-147.

[9]	LIU DW, ZHANG C. Current status and trend of medical disputes experienced by medical staff in public hospitals. Chin Res Hosp. 2020;07(01):15-21.

[10]	Tan XL, Shao H. Value health regional issues. Value Health Regional Issues. 2017(12):112-114.

RIGHTS & PERMISSIONS

2024 The Author(s). Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics.