一种基于本体学的方法,用于正式化和编码患者结肠镜准备,使用BPMN和OWL2进行自动化工具开发
Muhammad Amith1,2, Yue Yu3, Yuheng Shi3
1Department of Biostatistics and Data Science, School of Public and Population Health, University of Texas Medical Branch, Galveston, Texas, United States of America.
概括
这项研究开发了一个基于本体学的知识图表,以改善结肠镜准备,这是预防结肠直肠癌的关键步骤. 这种可计算的知识库旨在支持未来的信息和通信技术工具,以提高患者的坚持和理解.
科学领域:
- 医疗信息学 医疗信息学
- 本体学 工程学 工程学
- 结肠直肠癌查 结肠直肠癌查
背景情况:
- 结肠镜检查有效降低了老年人结肠直肠癌的发生率.
- 患者对结肠镜检查准备的坚持和理解仍然是重大挑战.
- 信息和通信技术 (ICT) 工具可以增强患者的支持.
研究的目的:
- 开发一个可计算的知识库,用于准备结肠镜检查.
- 用形式主义来建模基于药的结肠镜前手术程序.
- 为了使患者能够创建支持性的ICT工具.
主要方法:
- 开发了一个基于本体学的知识图.
- 代表了四种以药为基础的结肠镜前手术.
- 使用的业务流程模型和标记 (BPMN) 和OWL2形式主义.
- 为结肠镜检查准备过程创建了机器可读的文物.
主要成果:
- 成功模拟了四种不同的结肠镜准备程序.
- 生成机器可读的文物,代表这些过程.
- 建立了结肠镜准备中的可计算知识的基础.
结论:
- 基于实体学的知识图对于开发有效的ICT工具来准备结肠镜检查至关重要.
- 开发的知识图模型了结肠镜前的手术程序.
- 未来的工作将整合生物医学本体学,并开发用于决策支持的ICT工具.
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