Explaining an increase in predicted risk for clinical alerts

Michaela Hardt, Alvin Rajkomar, Gerardo Flores +5

Much work aims to explain a model's prediction on a static input. We consider explanations in a temporal setting where a stateful dynamical model produces a sequence of risk estima…