韩国医院信息系统的研究趋势:一个主题建模分析
Woojong Moon1, Jongsun Ahn2, Hanyi Lee1
1College of Nursing, Hanyang University, Seoul, Korea.
Informatics for health & social care
|January 6, 2026
概括
这项研究分析了三十年的韩国医院信息系统 (HIS) 研究,揭示了从系统性能到数字化转型和安全的不断发展趋势. 未来的研究应该侧重于安全性,文档标准化和医疗生态系统中的用户体验.
科学领域:
- 医疗信息学 医疗信息学
- 信息科学 信息科学 信息科学
- 计算机科学 计算机科学
背景情况:
- 医院信息系统 (HIS) 对于现代医疗保健提供至关重要.
- 了解HIS研究的演变对于战略发展至关重要.
- 韩国在三十年的时间里有着重要的HIS研究历史.
研究的目的:
- 从1990年代到现在,分析韩国医院信息系统 (HIS) 的研究趋势.
- 确定HIS研究中的重点领域和不断变化的主题.
- 为未来的HIS研究方向提供见解.
主要方法:
- HIS研究论文的文本预处理和文本网络分析.
- 基于大型语言模型 (LLM) 的主题建模以确定研究主题.
- 跨主题距离映射和时间分析以可视化趋势.
主要成果:
- 通过基于LLM的主题建模,确定了七个不同的研究主题.
- 网络分析强调了核心关键字及其重要性.
- 时间分析显示,从系统性能转向数字化,安全性和EMR采用.
结论:
- 未来的HIS研究必须优先考虑复杂的医疗生态系统中的安全性.
- 文档标准化和用户体验是开发不足的研究领域.
- 解决这些问题将有助于改善HIS的实施和医疗保健服务.
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