Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations. (arXiv:2201.08186v1 [cs.LG])

The widespread adoption of electronic health records (EHRs) and subsequent
increased availability of longitudinal healthcare data has led to significant
advances in our understanding of health and disease with direct and immediate
impact on the development of new diagnostics and therapeutic treatment options.
However, access to EHRs is often restricted due to their perceived sensitive
nature and associated legal concerns, and the cohorts therein typically are
those seen at a specific hospital or network of hospitals and therefore not
representative …

arxiv time time series