The health gym: synthetic health-related datasets for the development of reinforcement learning algorithms

HIGHLIGHTS

• who: Nicholas I-Hsien Kuo from the Cohort selectionThis study was approved by the University of New South Wales` human research ethics committee (application HC210661). For patients in MIMIC-III requirement for individual consent was waived because the project did not impact clinical care and all protected health information was deidentified21. For people in the EuResist integrated database all data providers obtained informed consent for the execution of retrospective studies and inclusion in merged cohorts25. In this work, we applied GANs to longitudinal data extracted from the MIMIC-, and EuResist, databases to generate three synthetic datasets. The . . .
  

   

  

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