健康医疗数据质量检测系统建设与应用  

Construction and application of healthcare data quality testing system

作　　者：卓雪军 李楠[1,2] 王觅也[2,3] 黄勇 ZHUO Xue-jun;LI Nan;WANG Mi-ye;HUANG Yong(Information Center,West China Hospital of Sichuan University,Chengdu 610041,China;Engineering Research Center of Medical Information Technology of Ministry of Education,Chengdu 610041,China;Internet Hospital Management Office,West China Hospital of Sichuan University,Chengdu 610041,China;West China Second University Hospital,Sichuan University/West China Women's and Children's Hospital,Chengdu 610041,China)

机构地区：[1]四川大学华西医院信息中心,成都610041 [2]医疗信息化技术教育部工程研究中心,成都610041 [3]四川大学华西医院互联网医院管理办公室,成都610041 [4]四川大学华西第二医院/华西妇产儿童医院,成都610041

出　　处：《医疗卫生装备》2024年第4期7-12,共6页Chinese Medical Equipment Journal

基　　金：国家重点研发计划项目(2020YFC2003404)。

摘　　要：目的:为解决健康医疗数据质量低下的问题,建设健康医疗数据质量检测系统。方法:该系统基于完整性、准确性、数据范围和及时性四大类的11项评价指标构建,使用MySQL 5.7数据库,采用浏览器/服务器(Browser/Server,B/S)架构,使用Python、Java、Vue语言并基于vscode neovim开发工具开发。整个系统包括系统设置、数据管理、质量管理、质量分析4个功能模块。结果:采用该系统后,数据质量检测规则管理更加灵活和规范,同时可定期分析数据质量问题,且能够更便捷、全面地查看数据检测结果,提升了数据质量检测和处理数据质量问题的效率。结论:该系统能提高数据质量,为医院提供了有价值的数据支撑。Objective To build a healthcare data quality testing system to solve the problems due to low-quality data.Methods The system was developed based on 11 evaluation indicators in four categories including completeness,accuracy,data scope and timeliness,which was realized with MySQL 5.7 database,Browser/Server(B/S)architecture,Python,Java,Vue language and vscode neovim development tool.There were four functional modules involved in the system for system setup,data management,quality management and quality analysis.Results The system developed managed data quality testing rules flexibly and normatively,which could be used for periodical analysis of data quality and viewing of data testing results conveniently and enhanced the efficiency for testing data quality and solving data quality problems.Conclusion The system developed enhances data quality and provides data support for hospitals.

关 键 词：数据质量检测系统 数据质量管理 数据质量检测 健康医疗数据 

分 类 号：R318[医药卫生—生物医学工程] TP311[医药卫生—基础医学]