Low responsiveness of machine learning models to critical or deteriorating health conditions - Communications Medicine

Pias et al. evaluate machine learning models designed to predict in-hospital mortality and 5-year cancer survivability. Multiple classification models are unable to recognize critical health conditions or deteriorating patient conditions.