생성형 거대언어모델의 의학 적용 현황과 방향 - 동아시아 의학을 중심으로 -Current Status and Direction of Generative Large Language Model Applications in Medicine - Focusing on East Asian Medicine -
- Other Titles
- Current Status and Direction of Generative Large Language Model Applications in Medicine - Focusing on East Asian Medicine -
- Authors
- 강봉수; 이상연; 배효진; 김창업
- Issue Date
- Apr-2024
- Publisher
- 한의병리학회
- Keywords
- Generative large language model; East Asian medicine
- Citation
- 동의생리병리학회지, v.38, no.2, pp 49 - 58
- Pages
- 10
- Journal Title
- 동의생리병리학회지
- Volume
- 38
- Number
- 2
- Start Page
- 49
- End Page
- 58
- URI
- https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/91307
- ISSN
- 1738-7698
2288-2529
- Abstract
- The rapid advancement of generative large language models has revolutionized various real-life domains, emphasizing the importance of exploring their applications in healthcare. This study aims to examine how generative large language models are implemented in the medical domain, with the specific objective of searching for the possibility and potential of integration between generative large language models and East Asian medicine. Through a comprehensive current state analysis, we identified limitations in the deployment of generative large language models within East Asian medicine and proposed directions for future research. Our findings highlight the essential need for accumulating and generating structured data to improve the capabilities of generative large language models in East Asian medicine. Additionally, we tackle the issue of hallucination and the necessity for a robust model evaluation framework. Despite these challenges, the application of generative large language models in East Asian medicine has demonstrated promising results. Techniques such as model augmentation, multimodal structures, and knowledge distillation have the potential to significantly enhance accuracy, efficiency, and accessibility. In conclusion, we expect generative large language models to play a pivotal role in facilitating precise diagnostics, personalized treatment in clinical fields, and fostering innovation in education and research within East Asian medicine.
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