Generative models for synthetic EMRs match marginal distributions but fail to preserve subgroup structure, effect estimates, and dependency structure simultaneously on the PRIME-CVD cohort.
PRIME-CVD Data Asset 1: DAG-Simulated Cardiovascular Risk Cohort for Medical Informatics Education
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Synthetic but Not Realistic: The Evaluation Challenge in Generative Modelling for Structured Electronic Medical Records
Generative models for synthetic EMRs match marginal distributions but fail to preserve subgroup structure, effect estimates, and dependency structure simultaneously on the PRIME-CVD cohort.