穿戴PGHDProvO:用于可穿戴设备的PGHDProvO的扩展
Abdullahi Abubakar Kawu1, Dympna O'Sullivan2, Lucy Hederman3
1Technological University Dublin.
Studies in health technology and informatics
|October 3, 2025
概括
这项研究介绍了WearPGHDProv,这是一个用于来自可穿戴设备的患者生成健康数据 (PGHD) 的增强本体. 它改善了数据源,质量和上下文的跟踪,以便在电子健康记录中可靠使用.
科学领域:
- 生物医学信息学 生物医学信息学
- 健康数据标准 卫生数据标准
- 可穿戴技术可穿戴技术
背景情况:
- 来自可穿戴设备的患者生成的健康数据 (PGHD) 正在增长.
- 现有的数据模型缺乏可穿戴PGHD细微差别的特异性.
- 准确的来源对于可靠的健康数据利用至关重要.
研究的目的:
- 为了介绍WarePGHDProv,这是PGHDProvO本体学的延伸.
- 为了增强可穿戴设备数据来源的建模.
- 为了提高可穿戴PGHD的特异性和可靠性.
主要方法:
- 扩展了PGHDProvO本体学,使用了自上而下的方法.
- 纳入W3C PROV-O和可穿戴设备特定术语.
- 引入了可穿戴数据的新类和属性.
主要成果:
- WearPGHDProv模型为特定于设备的信息和数据收集上下文.
- 增强源,相关信息和可穿戴PGHD的质量跟踪.
- 便于更可靠地将可穿戴数据集成到电子健康记录和研究中.
结论:
- WearPGHDProv解决了可穿戴PGHD建模中的特异性差距.
- 扩展的本体学支持更好的数据来源跟踪.
- 允许在临床和研究环境中更可靠地使用可穿戴产生的健康数据.
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