中西医结合肝病杂志2024,Vol.34Issue(9) :769-774.DOI:10.3969/j.issn.1005-0264.2024.09.001

临床中医肝胆病学领域大模型构建思路与方法研究

Research on the construction ideas and methods of large models in the field of clini-cal Chinese medicine

李君 李紫明 毛树松 李晓东
中西医结合肝病杂志2024,Vol.34Issue(9) :769-774.DOI:10.3969/j.issn.1005-0264.2024.09.001

临床中医肝胆病学领域大模型构建思路与方法研究

Research on the construction ideas and methods of large models in the field of clini-cal Chinese medicine

李君 1李紫明 1毛树松 2李晓东3
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作者信息

  • 1. 湖北中医药大学中医临床学院(湖北 武汉,430061)
  • 2. 湖北中医药大学信息工程学院
  • 3. 湖北中医药大学中医临床学院(湖北 武汉,430061);湖北省中医院肝病研究所、中医肝肾研究及应用湖北省重点实验室;湖北中医药大学附属医院;湖北省中医药研究院
  • 折叠

摘要

人类社会已经进入智能化新时代,人工智能的核心技术从"AI判别式小模型"向"AI产生式大模型"飞速演进,创建大语言模型已经成为高新科学技术发展的前沿.在此背景下,面对临床中医学领域智能化,制定临床中医学领域大模型研究策略与方法,已经成为中医临床智能化亟待解决的重大科学问题.本文以中医肝胆病学领域为例,提出基于知识仓库与开源大语言模型的深度融合创新性的临床中医肝胆病学领域大模型构建思路与方法,并探讨了应用临床中医肝胆病学领域大模型开展基于大数据知识工程的真实世界中医临床研究;培育中医临床研究新质生产力,形成具有先进理念的新业态,应用高新技术、赋能守正创新、实现中医临床的高质量发展等方面的重要学术价值和广阔应用前景.

Abstract

Human society has entered the a era of intelligence,where the core technology of artificial intelligence is rapidly evolving from"AI discriminative small models"to"AI generative large models."The creation of large language models has become the forefront of the development of high and new scientific and technological fields.Against this backdrop,in the face of the intelligence of the clinical field of traditional Chinese medicine(TCM),formulating research strategies and methods for the construction of large models in the field of clinical TCM has become a major scientific issue urgently to be resolved in the intelligentization of TCM clinical practice.This paper takes the field of TCM hepatobiliary disease as an example,proposes innovative ideas and methods for constructing a large model in the field of clinical TCM hepatobiliary disease based on the deep integration of knowledge bases and open-source large language models,and discusses the application of the large model in the field of clinical TCM hepatobiliary disease to carry out real-world TCM clinical research based on big data knowledge engineering;cultivating new quality productive forces in TCM clinical research,forming a new business format with advanced concepts,applying high and new technologies,empowering innovation while preserving the essence,and achieving high-quality development of TCM clinical practice,and discusses its important academic value and broad application prospects.

关键词

人工智能/中医临床/大模型/知识仓库/中医肝胆病学

Key words

artificial intelligence/clinical Chinese medicine/large models/knowledge base/TCM hepatobiliary pathology

引用本文复制引用

基金项目

湖北省公共卫生领军人才培养计划(鄂卫通[2021]73号)

湖北中医药大学"十四五"优秀学科团队建设项目(5431-1007020200805)

出版年

2024
中西医结合肝病杂志
中国中西医结合学会,湖北中医学院

中西医结合肝病杂志

CSTPCD
影响因子:0.908
ISSN:1005-0264
参考文献量20
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