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

• Κύριοι συγγραφείς: Stavros Pitoglou (Συγγραφέας), Arianna Filntisi (Συγγραφέας), Athanasios Anastasiou (Συγγραφέας), George K. Matsopoulos (Συγγραφέας), Dimitrios Koutsouris (Συγγραφέας)
• Μορφή: Βιβλίο
• Έκδοση: Frontiers Media S.A., 2022-09-01T00:00:00Z.
• Θέματα: article
• Διαθέσιμο Online: 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...