A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection

False alarm is one of the main concerns in intensive care units and can result in care disruption, sleep deprivation, and insensitivity of care-givers to alarms. Several methods have been proposed to suppress the false alarm rate through improving the quality of physiological signals by filtering, and developing more accurate sensors... (read more)

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