研究协作数据平台,确保一般数据保护.
Monica Toma1, Caroline Bönisch2,3, Benjamin Löhnhardt4
1Siemens Healthineers AG, Erlangen, Germany. monica.toma@siemens-healthineers.com.
Scientific reports
|May 24, 2024
概括
这项研究引入了医疗研究的安全数据平台,允许共享omics和电子健康记录 (EHR) 数据,以推进大数据和AI在医疗领域的发展,同时保护患者的隐私.
科学领域:
- 医疗信息学 医疗信息学
- 生物信息学是一种生物信息学.
- 数据科学数据科学数据科学
背景情况:
- 翻译数据对于医学研究和创新至关重要.
- 在使用个人数据进行研究时,保护个人数据至关重要.
- 大数据和人工智能对医学进步具有重大前景.
研究的目的:
- 提出一个数据平台,以确保医疗研究数据的安全和合规共享.
- 促进收集和重复使用各种omics数据和电子健康记录 (EHR).
- 为了使多个地点的研究机构之间可靠的数据传输.
主要方法:
- 开发一个安全的数据平台.
- 实施数据传输协议的OMIC和EHR数据.
- 建立合规的数据治理框架.
主要成果:
- 一个功能性数据平台,使公共和商业组织之间能够进行协作.
- 从各种临床系统成功地将数据传输到基于云的环境.
- 确保合规的数据治理,用于多个地点的研究.
结论:
- 拟议的数据平台支持大数据和AI在医学研究中的进步.
- 该平台促进安全的数据共享和协作,同时保持数据保护.
- 这种基础设施对于多个地点的研究和临床创新至关重要.
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