将护理声明转换为OMOP通用数据模型
Hyesil Jung1, Seok Kim2, Sooyoung Yoo2
1School of Nursing, Inha University, Incheon, Republic of Korea.
Studies in health technology and informatics
|May 17, 2025
概括
这项研究将护理陈述转换为观察医疗结果伙伴关系共同数据模型 (OMOP CDM) 用于研究. 大约有2亿个护理记录成功地被结构化为观察性研究.
科学领域:
- 医疗信息学 医疗信息学
- 临床数据管理 临床数据管理
- 观察性健康研究 观察性健康研究
背景情况:
- 护理声明包含有价值的临床信息.
- 标准化护理数据对于大规模的观察性研究至关重要.
- 现有的数据格式可能不适合研究.
研究的目的:
- 将非结构化的护理陈述转换为标准化的格式.
- 通过使用OMOP共同数据模型 (CDM) 在观察性研究中使用护理数据.
- 促进数据协调和分析与护理相关的信息.
主要方法:
- 护理陈述被映射到系统化医学命名 - 临床术语 (SNOMED CT) 概念中.
- 一个提取,转换,加载 (ETL) 过程被用于数据转换.
- 数据被结构化为OMOP CDM,填充了观察表,程序_发生表和测量表.
主要成果:
- 成功将护理声明转换为OMOP CDM格式.
- 大约有2亿份护理陈述被处理和加载.
- 数据集成到OMOP的关键CDM表中进行研究.
结论:
- 开发的方法有效地标准化了观察性研究的护理陈述.
- 这有助于在健康研究中利用丰富的护理数据.
- OMOP CDM为护理数据分析提供了一个强大的框架.
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