创建一个全球分布的多国透析数据库 - - 阿波罗DialDb倡议
Melanie Wolf1, Yue Jiao1, Kaitlyn Croft1
1Renal Research Institute, New York, New York, USA.
Kidney international reports
|November 24, 2025
概括
一个新的全球透析数据库,阿波罗,是由40个国家的超过543,000名患者创建的. 这种匿名数据集使现实世界的研究成为可能,并促进了对脏疾病和透析疗法的理解.
科学领域:
- 腎臟病學 (nephrology) 是一種醫學.
- 数据科学数据科学数据科学
- 公共卫生 公共卫生
背景情况:
- 多国透析数据集由于数据协调和隐私挑战而稀缺.
- 弗雷斯尼乌斯医疗保健开发了ApolloDialDb (阿波罗),这是一个匿名的全球透析数据库.
- 该数据库解决了对脏病学领域全球统一的临床数据的需求.
研究的目的:
- 报告用于创建多国匿名透析数据库的方法.
- 在这个新的数据库中详细介绍全球透析患者的特征.
- 建立一个实践研究和数据分析在护理的资源.
主要方法:
- 从世界各地的透析诊所提取和协调例行收集的临床数据.
- 在外部公司严格重新识别风险评估后,匿名数据.
- 将数据整合并存储在中央云环境中,以便定期更新.
主要成果:
- 阿波罗数据库涵盖了2018年1月至2021年3月40个国家的543,169名患者.
- 包括大量的人口,实验室,治疗,药物和临床结果数据.
- 显示患者年龄,治疗方式和治疗持续时间的区域差异.
结论:
- 阿波罗数据库为真实世界研究和科人工智能模型开发提供了强大的资源.
- 有助于更深入地了解脏疾病和透析疗法.
- 作为全球科社区的宝贵比较资源.
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