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Studies in Health Technology and Informatics|May 25, 2022
Generation and Evaluation of Synthetic Data in a University Hospital SettingBayrem Kaabachi, Jérémie Despraz, Thierry Meurers, et al.
Studies in Health Technology and Informatics|August 23, 2024
Tunable Privacy Risk Evaluation of Generative Adversarial NetworksBayrem Kaabachi, Farah Briki, Bogdan Kulynych, et al.
Studies in Health Technology and Informatics|August 23, 2024
Accelerating Clinical Text Annotation in Underrepresented Languages: A Case Study on Text De-IdentificationHe A Xu, Valentin Loftsson, Bogdan Kulynych, et al.
Studies in Health Technology and Informatics|August 23, 2024
Evaluating Synthetic Data Augmentation to Correct for Data Imbalance in Realistic Clinical Prediction SettingsNina Wahler, Bayrem Kaabachi, Bogdan Kulynych, et al.
NPJ Digital Medicine|January 27, 2025
A scoping review of privacy and utility metrics in medical synthetic dataBayrem Kaabachi, Jérémie Despraz, Thierry Meurers, et al.
Computers in Biology and Medicine|July 13, 2025
Phantom Anonymization: Adversarial testing for membership inference risks in anonymized health dataThierry Meurers, Mehmed Halilovic, Karen Otte, et al.
Studies in Health Technology and Informatics|May 23, 2026
Evaluating Differentially Private Synthetic Data for Multi-Site Clinical Research: A Case Study from 5 Swiss University HospitalsBayrem Kaabachi, Jeremie Despraz, Jean Regina, et al.
Studies in Health Technology and Informatics|May 23, 2026
Unequal Flows? Economic Dimensions of Sharing Anonymized Data in Biomedical ResearchThierry Meurers, Mehmed Halilovic, Hammam Abu Attieh, et al.
Studies in Health Technology and Informatics|August 8, 2025
Evaluation of Anonymization Practices Among Popular Repositories of Data for Biomedical ResearchThierry Meurers, Karen Otte, Hammam Abu Attieh, et al.
NPJ Digital Medicine|May 14, 2025
A quantitative analysis of the use of anonymization in biomedical researchThierry Meurers, Karen Otte, Hammam Abu Attieh, et al.
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