Explaining an increase in predicted risk for clinical alerts

10 Jul 2019Michaela HardtAlvin RajkomarGerardo FloresAndrew DaiMichael HowellGreg CorradoClaire CuiMoritz Hardt

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 estimates given an input at each time step... (read more)

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