| 大型综合性医院生物样本信息资源大数据科研平台的建设与应用 |
| 修订日期：2023-07-17 点此下载全文 |
| 引用本文：刘辉,蔡宏伟,高娟娟,等.大型综合性医院生物样本信息资源大数据科研平台的建设与应用[J].医学信息学杂志,2024,45(1):77-82 |
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| 基金项目:陕西省重点研发计划一般项目(项目编号:2022SF-058)。 |
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| 中文摘要:目的/意义 通过整合临床与生物样本信息,构建生物样本信息资源大数据科研平台,为科研人员提供一站式数据检索、集成、分析服务,建立数据治理体系,提升医院临床科研基础设施建设水平。方法/过程 采用通用数据模型和数据治理技术,通过抽取、转换、加载等步骤整合来自不同厂商的数据源,提供统一数据访问入口。结果/结论 该生物样本信息资源大数据科研平台具备多维数据筛查和快速集成分析的优势,可为临床科研提供支撑。 |
| 中文关键词:生物样本 医疗大数据 数据治理 通用数据模型 |
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| Construction and Application of the Big Data Research Platform for Biological Sample Information Resources in a Large Comprehensive Hospital |
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| Abstract:Purpose/Significance By integrating clinical and biological sample information, a big data research platform for biological sample information resources is built to provide one-stop data retrieval, integration and analysis services for researchers, and a data governance system is established, so as to improve the level of hospital clinical research infrastructure construction.Method/Process Common data model and data governance technology are adopted to integrate data sources from different vendors through extraction, transformation, loading and other steps to provide a unified data access portal. Result/Conclusion The big data research platform for biological sample information resources has the advantages of multi-dimensional data screening and rapid integrated analysis, which can provide support for clinical research. |
| keywords:biospecimen medical big data data governance common data model |
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