Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese Medicine
With the rapid development of the interdisciplinary area of artificial intelligence and medicine, large language model (LLM) has been widely used in the fields such as diagnosis and treatment, medicine, and healthcare. LLM has unique advantages in the field of traditional Chinese medicine (TCM), suc...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Medical Journal of Peking Union Medical College Hospital
2024-08-01
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| Series: | Xiehe Yixue Zazhi |
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| Online Access: | https://xhyxzz.pumch.cn/article/doi/10.12290/xhyxzz.2024-0315 |
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| author | CHEN Zijia PENG Wenxi ZHANG Dezheng LIU Xin WANG Zhifei |
| author_facet | CHEN Zijia PENG Wenxi ZHANG Dezheng LIU Xin WANG Zhifei |
| author_sort | CHEN Zijia |
| collection | DOAJ |
| description | With the rapid development of the interdisciplinary area of artificial intelligence and medicine, large language model (LLM) has been widely used in the fields such as diagnosis and treatment, medicine, and healthcare. LLM has unique advantages in the field of traditional Chinese medicine (TCM), such as high consistency with the "Four Diagnostic Methods", perfect combination of natural language and self-supervised learning in TCM, the ability to adapt to the characteristics TCM formulas, and the assistance in TCM diagnosis and treatment. At present, various LLM models have been developed, including the "Qihuang Ask Big Model" and the Digital Traditional Chinese Medicine Big Model "GLM-130B", but they still face challenges such as value mismatch and medical abuse, increased demand for interpretability, lack of advanced technology, and domestic policy access. This article reviews the evolution of LLM, its unique advantages and applications in the field of TCM, the problems and challenges, and the future development trends, in order to providereference for the further promotion of LLM in traditional medicine. |
| format | Article |
| id | doaj-art-6591ae1452054d578b6c56f2ad5f490b |
| institution | Kabale University |
| issn | 1674-9081 |
| language | zho |
| publishDate | 2024-08-01 |
| publisher | Editorial Office of Medical Journal of Peking Union Medical College Hospital |
| record_format | Article |
| series | Xiehe Yixue Zazhi |
| spelling | doaj-art-6591ae1452054d578b6c56f2ad5f490b2025-02-08T07:47:34ZzhoEditorial Office of Medical Journal of Peking Union Medical College HospitalXiehe Yixue Zazhi1674-90812024-08-01161838910.12290/xhyxzz.2024-0315Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese MedicineCHEN Zijia0PENG Wenxi1ZHANG Dezheng2LIU Xin3WANG Zhifei4Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing 100700, ChinaInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing 100700, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, ChinaInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing 100700, ChinaWith the rapid development of the interdisciplinary area of artificial intelligence and medicine, large language model (LLM) has been widely used in the fields such as diagnosis and treatment, medicine, and healthcare. LLM has unique advantages in the field of traditional Chinese medicine (TCM), such as high consistency with the "Four Diagnostic Methods", perfect combination of natural language and self-supervised learning in TCM, the ability to adapt to the characteristics TCM formulas, and the assistance in TCM diagnosis and treatment. At present, various LLM models have been developed, including the "Qihuang Ask Big Model" and the Digital Traditional Chinese Medicine Big Model "GLM-130B", but they still face challenges such as value mismatch and medical abuse, increased demand for interpretability, lack of advanced technology, and domestic policy access. This article reviews the evolution of LLM, its unique advantages and applications in the field of TCM, the problems and challenges, and the future development trends, in order to providereference for the further promotion of LLM in traditional medicine.https://xhyxzz.pumch.cn/article/doi/10.12290/xhyxzz.2024-0315large language modeltraditional chinese medicineinterdisciplinaryapplicationchallengeprospect |
| spellingShingle | CHEN Zijia PENG Wenxi ZHANG Dezheng LIU Xin WANG Zhifei Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese Medicine Xiehe Yixue Zazhi large language model traditional chinese medicine interdisciplinary application challenge prospect |
| title | Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese Medicine |
| title_full | Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese Medicine |
| title_fullStr | Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese Medicine |
| title_full_unstemmed | Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese Medicine |
| title_short | Application, Challenges, and Prospects of Large Language Model in the Field of Traditional Chinese Medicine |
| title_sort | application challenges and prospects of large language model in the field of traditional chinese medicine |
| topic | large language model traditional chinese medicine interdisciplinary application challenge prospect |
| url | https://xhyxzz.pumch.cn/article/doi/10.12290/xhyxzz.2024-0315 |
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