Browsing by Author "Decruyenaere, Johan"
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Publication Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling
Journal article2021, ARTIFICIAL INTELLIGENCE IN MEDICINE, 111, p.101987Publication The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data
Proceedings paper2024, 40th Conference on Uncertainty in Artificial Intelligence (UAI), JUL 15-19, 2024, p.966-996Publication The web-based application "QUiPP v.2" for the prediction of preterm birth in symptomatic women is not yet ready for worldwide clinical use: ten reflections on development, validation and use
Letter2022, ARCHIVES OF GYNECOLOGY AND OBSTETRICS, 306, 2, p.571-575Publication Why Synthetic Discoveries are Not Only a Problem of Differentially Private Synthetic Data