Conditional generation of medical time series for extrapolation to underrepresented populations

HIGHLIGHTS

  • who: Simon Bing et al. from the Technical University of Denmark, Copenhagen, Denmark, KTH Stockholm, Stockholm, Sweden, CIFAR have published the article: Conditional generation of medical time series for extrapolation to underrepresented populations, in the Journal: (JOURNAL) of July/19,/2022
  • what: The authors demonstrate experimentally that HealthGen generates synthetic cohorts that are significantly more faithful to real patient EHRs than the current state-of-the-art and that augmenting real sets with conditionally generated cohorts of underrepresented subpopulations of patients can significantly enhance the generalisability of models derived from these sets to different patient . . .

     

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