Enabling Granular Subgroup Level Model Evaluations by Generating Synthetic Medical Time Series

Mahmoud Ibrahim, Bart Elen, Chang Sun +2

We present a novel framework for leveraging synthetic ICU time-series data not only to train but also to rigorously and trustworthily evaluate predictive models, both at the popula…