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dsSynthetic: synthetic data generation for the DataSHIELD federated analysis system.

Soumya BanerjeeTom R P Bishop
Published in: BMC research notes (2022)
We have created a package in DataSHIELD (dsSynthetic) which allows generation of realistic synthetic data, building on existing packages. In our paper and accompanying tutorial we demonstrate how the use of synthetic data generated with our package can help DataSHIELD users with tasks such as writing analysis scripts and harmonising data to common scales and measures.
Keyphrases
  • electronic health record
  • big data
  • data analysis