Mitigating Health Data Poverty: Generative Approaches versus Resampling for Time-series Clinical Data

Raffaele Marchesi, Nicolo Micheletti, Giuseppe Jurman +1

Several approaches have been developed to mitigate algorithmic bias stemming from health data poverty, where minority groups are underrepresented in training datasets. Augmenting t…