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DATA 5.0 - 数据采集,翻译和分析 - - 为21世纪的潜在泌尿瘤学数据仓库

Viktoria Schütz¹, Christine Geisler¹, Mathias Rath¹

¹Department of Urology, University Hospital Heidelberg, Heidelberg, Germany.

Frontiers in digital health

|April 11, 2025

概括

海德堡大学医院成功地将其潜在的瘤患者数据迁移到新的DATA 5.0系统. 这个平台可以为未来的癌症研究提供先进的大数据和人工智能应用.

科学领域:

在瘤学瘤学.
医疗信息学医疗信息学
这是生物银行.

背景情况:

1992年建立了一个前性瘤数据库,用于对瘤病房患者进行持续,终身的随访.
达到了93%的随访成功率,在海德堡生物银行存储相关的瘤组织.
在2005年开始从旧系统向现代数据仓库进行具有挑战性的数据传输.

研究的目的:

将现有的潜在瘤患者数据迁移到现代数据仓库 (DATA 5.0).
确保迁移后持续数据提取能力.
将FHIR连接,大数据分析和AI应用程序纳入新系统.

主要方法:

开发了基于Web的工具DATA 5.0,与SAP SE合作,使用SAP HANA®技术.
在临床实践中实施了DATA 5.0,取代了之前的InterSystemsCache®/KRAZTUR系统.
由SAP SE执行董事会支持,由迪特马·霍普基金会资助.

主要成果:

成功将潜在的长期瘤数据迁移到DATA 5.0平台.
到目前为止,已注册了15345名瘤患者和670万个数据点.
DATA 5.0 现在已经开始运行,取代了旧系统.

结论:

迁移到DATA 5.0确保了数据的保存,灵活性和对未来数据源的准备.
DATA 5.0 作为瘤研究的领先平台,集成瘤组织数据.
该平台支持高级分析,大数据,人工智能应用程序和数字双胞胎模型培训.

关键词:

大数据分析大数据分析生物银行是生物银行.数据仓库数据仓库的数据仓库是什么个性化癌症治疗个性化癌症治疗医学数据库医疗数据库未来的数据采集未来的数据采集瘤数据库中的瘤数据库.泌尿系统瘤泌尿系统瘤

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