Measuring the impact of anonymization on real-world consolidated health datasets engineered for secondary research use: Experiments in the context of MODELHealth project

• Main Authors: Stavros Pitoglou (Author), Arianna Filntisi (Author), Athanasios Anastasiou (Author), George K. Matsopoulos (Author), Dimitrios Koutsouris (Author)
• 格式: 图书
• 出版: Frontiers Media S.A., 2022-09-01T00:00:00Z.
• 主题: article
• 在线阅读: Connect to this object online.

IntroductionElectronic Health Records (EHRs) are essential data structures, enabling the sharing of valuable medical care information for a diverse patient population and being reused as input to predictive models for clinical research. However, issues such as the heterogeneity of EHR data and the p...