在异质不断变化的医学术语中,跟踪版本间互操作性的变化
Ralph Schäfermeier1, Christoph Beger1, Franz Matthies1
1Institute for Medical Informatics, Statistics and Epidemiology (IMISE), Leipzig University, Leipzig, Germany.
Studies in health technology and informatics
|September 5, 2024
概括
本研究介绍了一种方法,可以自动跟踪医疗术语的变化. 该方法准确地检测术语的添加,删除和重命名,提高不同版本之间的互操作性.
科学领域:
- 医疗信息学 医疗信息学
- 计算语言学 计算语言学
背景情况:
- 医疗术语不断发展,需要变化跟踪以实现互操作性.
- 变化包括术语的添加,删除,重新标记和层次的转移.
研究的目的:
- 开发一种自动化方法来跟踪医疗术语版本之间的变化.
- 在使用多个术语版本时增强互操作性.
主要方法:
- 声明性进口管道将源术语翻译成一个共同的数据模型.
- 使用语义和词汇变化检测算法.
- 为查询生成基于实体学的变化表示.
主要成果:
- 该方法准确地检测到术语的添加,删除,迁移和更名.
- 版本间术语映射信息可以更好地区分简单的更改和改进/整合.
结论:
- 该方法对于半自动变更处理是有效的,特别是对于期货改进和合并.
- 当可获得额外的映射信息时,自动检测变化是可行的.
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