Methods are introduced to lift static attribution techniques to dynamical models for explaining risk increases in clinical alert systems.
Retain: An interpretable predictive model for healthcare using reverse time attention mechanism
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Explaining an increase in predicted risk for clinical alerts
Methods are introduced to lift static attribution techniques to dynamical models for explaining risk increases in clinical alert systems.