将SNOMED CT与基于现实主义的实体学联系起来
Anuwat Pengput1, Werner Ceusters1
1Department of Biomedical Informatics, University at Buffalo, USA.
Studies in health technology and informatics
|January 25, 2024
概括
这项研究探讨了将SNOMED CT概念中的患者数据转化为基于现实主义的本体学,使用第一阶逻辑. 这项研究表明了整合术语和本体学的可行方法,提高了数据的互操作性.
科学领域:
- 医疗信息学 医疗信息学
- 本体学 工程学 工程学
- 计算语言学 计算语言学
背景情况:
- SNOMED CT以概念形式表示患者数据.
- 基于现实主义的本体学将患者数据视为类型的实例.
- 整合这些不同的表示范式是具有挑战性的.
研究的目的:
- 评估一级逻辑 (FOL) 框架的可行性,以将SNOMED CT转化为基于现实主义的本体学.
- 将SNOMED CT的术语观点与基本形式本体学 (BFO) 和通用医学科学本体学 (OGMS) 的基于现实主义的观点结合起来.
主要方法:
- 开发了一个第一阶逻辑 (FOL) 框架.
- 将SNOMED CT的EL++公理翻译成FOL.
- 在SNOMED CT和基于现实主义的本体学之间创建了桥梁公理.
主要成果:
- 证明了将SNOMED CT的术语观点转化为基于现实主义的观点的可行性.
- 在所研究的领域中,SNOMED CT 展示了优秀的术语覆盖.
- 可以将SNOMED CT公理自动翻译成FOL.
结论:
- 拟议的FOL框架提供了一个可行的方法来将术语与本体学联合起来.
- 这项研究突出了医疗数据互操作性进一步研发的领域.
- 在整合多样化的生物医学知识资源方面,新方法的潜力.
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