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Fig. 5 | BMC Medical Informatics and Decision Making

Fig. 5

From: Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis

Fig. 5

Multivariate correlations of the real (left) and synthetic PMData datasets. The upper row shows the data generated with the DGAN, while the lower row shows the data generated with the WGAN-GP. The three columns on the right refer to the different approaches followed during the synthesis. HR: Heart Rate. Note that blank values appear for the features with a standard deviation equal to zero, which lead to a null value in correlation calculations

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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