Mortality prediction among ICU inpatients based on MIMIC-III database results from the conditional medical generative adversarial network.

The prediction of in-hospital mortality based on the c-med GAN for ICU patients showed better performance than the baseline models. Despite some inadequacies, this model may have a promising future in clinical applications which will be explored by further research.