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Yixue xinzhi zazhi

Article . 2024

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Application of data query robots based on large language models in the medical field

Name: Application of data query robots based on large language models in the medical field
Keywords: digital medicine, R, deep learning, Medicine, large language model, data query robot, natural language processing

descriptionPublicationkeyboard_double_arrow_right Article 01 Sep 2024 Chinese Publisher:Editorial Office of New MedicineJournal:Yixue xinzhi zazhi (issn: 1004-5511,

Authors: QUAN Xiaoxiao; XIONG Wenju; PAN Junjie; ZENG Huatang;

Application of data query robots based on large language models in the medical field

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Abstract

This study introduced the development history and current research status of large language model (LLM), data query robot (DQR). Meanwhile, through empirical analyses, the practical application effect of LLM-based DQR and its role in dealing with the complex tasks of medical data querying and analysis in the field of digital medicine was explored, and it was confirmed that LLM-based DQR could provide non-technical people with an intuitive and convenient tool to significantly improve the querying efficiency and analysis capability of medical data. In addition, this paper discusses the limitations and potential of future development of LLM and DQR techniques in current applications, providing reference for further research and applications.

Keywords

digital medicine, R, deep learning, Medicine, large language model, data query robot, natural language processing

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