Monitoring fairness in machine learning models that predict patient mortality in the ICU

Tempest A. van Schaik, Xinggang Liu, Louis Atallah +1

This work proposes a fairness monitoring approach for machine learning models that predict patient mortality in the ICU. We investigate how well models perform for patient groups w…