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. 2023 Aug 11;6:141. doi: 10.1038/s41746-023-00888-7

Fig. 1. Proposed EHR-Safe framework.

Fig. 1

a Overall flowchart of generating synthetic data from the original data. In this paper, we mainly focus on training EHR-Safe and synthesizing synthetic data. b Example of real EHR data containing static and temporal features with numerical and categorical values. c Example of synthetic EHR data containing static and temporal features with numerical and categorical values. d Overall block diagram of EHR-Safe. At inference, we only use the trained generator and decoder to generate synthetic data (followed by the red arrows).