How AI describes SYNDATA

SYNDATA is a software suite that generates discrete/categorical synthetic clinical data using multiple statistical and machine learning methods (MPoM, Independent Marginals, CLGP, MICE). It targets data scientists and statisticians who need realistic training data when real patient data are restricted by HIPAA, and it provides metrics to assess data utility and disclosure risk. The tool accepts tabular CSV inputs, includes demo datasets, and can produce scalable synthetic data suitable for research while preserving privacy.