Evaluating the Impact of Healthcare Data Completeness for Deep Generative Models.
Benjamin SmithSenne Van SteelandtAnahita Khojandi
Published in: Methods of information in medicine (2023)
Care must be taken when using DGMs to generate synthetic data as data completeness issues can affect the quality of generated data in both panel and cross-sectional datasets.