将保加利亚糖尿病注册表映射到OMOPCDM:应用结果
Evgeniy Krastev1, Emanuil Markov2, Simeon Abanos1
1Sofia University St. Kliment Ohridski, Bulgaria (EFMI institutional member).
Studies in health technology and informatics
|April 29, 2024
概括
保加利亚糖尿病登记 (BDR) 数据已成功地映射到观察医疗结果伙伴关系共同数据模型 (OMOP CDM). 这使其能够在大型研究项目中使用,通过欧洲健康数据和证据网络 (EHDEN) 门户网站生成证据.
科学领域:
- 医疗信息学 医疗信息学
- 数据科学数据科学数据科学
- 流行病学 流行病学
背景情况:
- 保加利亚糖尿病登记 (BDR) 拥有超过3.8亿个伪名的门诊病例记录.
- 这些记录具有专有数据结构和格式,这给标准化带来了挑战.
研究的目的:
- 将BDR观察健康数据映射到OMOP共同数据模型 (CDM) 的应用结果和经验介绍.
- 促进BDR数据在欧洲健康数据和证据网络 (EHDEN) 门户网站上发布,以便更广泛地访问研究.
主要方法:
- 采用结构化的提取-转换-负载 (ETL) 过程进行数据映射.
- 专注于原始数据结构的基本预处理,数据清理和质量保证程序.
主要成果:
- 成功地将BDR数据映射到OMOP CDM中.
- 为CDM数据库中的记录生成了定量和统计指标.
- 在EHDEN门户网站上发布了转换后的数据.
结论:
- 对BDR数据的OMOP CDM映射增强了EHDEN社区的研究能力.
- 能够将这些宝贵的糖尿病数据纳入大规模的证据生成项目.
- 促进用于糖尿病研究和洞察的标准分析工具的应用.
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