从航空航天牙科流程中染知识图,用于临床决策支持系统
Muhammad Tuan Amith1,2, Jessica Vu3, Serena Hou4
1Department of Biostatistics and Data Science, University of Texas Medical Branch, 301 University Blvd, Galveston, 77555, TX, USA.
Acta astronautica
|December 19, 2025
概括
本研究使用业务流程建模和标记 (BPMN) 和OWL2知识图来建模深空任务的航空航天牙科工作流程. 这些可计算模型支持宇航员牙护理的远程临床决策.
科学领域:
- 航空航天医学 航空航天医学
- 医疗信息学 医疗信息学
- 计算式牙科 计算式牙科
背景情况:
- 长期太空任务需要为宇航员提供强大的医疗保健解决方案.
- 太空深处有限的机组人员和设备对临床程序构成挑战.
- 标准化工作流程对于确保宇航员安全和优质护理至关重要.
研究的目的:
- 开发和代表航天牙科工作流程用于太空任务.
- 使用业务流程建模和标记 (BPMN) 和OWL2进行建模.
- 为在太空中进行牙科手术创建可计算的知识图.
主要方法:
- 为航空航天牙科工作流程开发了BPMN过程模型.
- 使用OWL2.2创建基于本体学的知识图.
- 采用半自动化处理管道用于模型开发.
- 为特定的牙科疾病生成知识图表:,提取,脱落的修复和创伤.
主要成果:
- 创建了四个基于OWL2的知识图,详细描述了关键牙科手术的语义描述.
- 这些模型代表了用于低地球轨道和深空任务的个别牙科手术.
- 知识图是可计算的,可以集成到软件应用程序中.
结论:
- 开发的OWL2知识图为太空决策支持系统提供了基础.
- 这些模型可以增强宇航员牙护理的远程临床工具.
- 未来的工作包括扩展知识图和开发用于太空医疗保健的应用程序.
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