大数据背景下医院数据质量评价模型及监控管理模式探索 |
修订日期:2022-06-22 点此下载全文 |
引用本文:冯晨阳,刘迷迷,刘强,等.大数据背景下医院数据质量评价模型及监控管理模式探索[J].医学信息学杂志,2022,43(7):26-31 |
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中文摘要:结合中山大学肿瘤防治中心基于医疗大数据平台进行数据质量评价及监管的实践经验,阐述该模式应用的技术框架,包括大数据平台和数据质量评价模型构建方法以及针对各维度量化评分计算方法,分析该模式应用的阶段性成果、成效与创新情况,为医院数据质量评价提供可行的模式和思路。 |
中文关键词:数据质量评价 数据治理 医疗大数据平台 |
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Exploration of Hospital Data Quality Evaluation Model and Monitoring Management Mode under the Background of Big Data |
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Abstract:Combined with the practice experience of Sun Yat-sen Cancer Center in data quality evaluation and supervision based on the medical big data platform, the paper elaborates the technical framework of the application of this mode, including the construction method of the big data platform and the data quality evaluation model, and the calculation method of quantitative score for each dimension, analyzes the phased results, effectiveness and innovation of the application of this mode, and provides feasible mode and thought for hospital data quality evaluation. |
keywords:data quality evaluation data governance medical big data platform |
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