Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study - El Emam, Khaled; Mosquera, Lucy; Fang, Xi; El-Hussuna, Alaa (JMIR medical informatics, 2022)
Keywords: Cluster analysis; Datasets; Decision making; Multimedia; Original Paper; Privacy; Time series; Validation studies; Workloads; model validation; medical informatics; prediction model; synthetic data generation; utility metric; synthetic data; generative models; data privacy; data utility; binary prediction model; logistic regression