A data-space based platform for the integration and application of electronic health records

Xiaoyuan BAO; Kai ZHANG; Meng JIN; Shuanglian XIE; Kai SONG

doi:10.11959/j.issn.2096-0271.2019049

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A data-space based platform for the integration and application of electronic health records

TOPIC:BIG DATA WRANGLING | 更新时间：2024-06-03

- A data-space based platform for the integration and application of electronic health records
- Big Data Research Vol. 5, Issue 6, Pages: 2019049-1(2019)
- 作者机构：
  
  1. 北京大学医学信息学中心，北京 100191
  2. 国家医疗服务数据中心，北京 100191
  3. 北京大学医学部，北京 100191
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2019049
  CLC： C931.6
- Online First：2019-11，
  
  Published：15 November 2019
- 稿件说明：
移动端阅览
Xiaoyuan BAO, Kai ZHANG, Meng JIN, et al. A data-space based platform for the integration and application of electronic health records[J]. Big Data Research, 2019, 5(6): 2019049-1.
DOI：

Xiaoyuan BAO, Kai ZHANG, Meng JIN, et al. A data-space based platform for the integration and application of electronic health records[J]. Big Data Research, 2019, 5(6): 2019049-1. DOI： 10.11959/j.issn.2096-0271.2019049.

摘要

为了建立高效可扩展且易于管理的数据融合与应用平台，利用数据空间技术，按照数据敏感性将电子病历数据按照原始数据空间、匿名数据空间、模型数据空间的框架进行集成、融合，对匿名数据进行二次分析与挖掘，并针对各数据空间设计实现了不同的存储、安全保护、数据访问机制。平台已在国家医疗服务分析以及北京大学附属医院医疗能力、质量、效率的分析中得到应用。

Abstract

In order to build an efficient

scalable and easy-to-manage data integration and application platform

using data space structure

electronic medical records were integrated in original data space

anonymous data space

and model data space according to data sensitivity

and anonymous data were used for data mining and secondary analysis.Different storage

security protection and data access mechanisms were designed and implemented for each data space.The platform has been applied in the analysis of national health care performance and the evaluation of medical capabilities

quality

and efficiency of affiliated hospitals of Peking University.

关键词

Keywords

references

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