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It highlights the ability to harness complex algorithms to maximize signal extraction. The main challenge in the future is to develop detection approaches for patients in whom data are sparser because their baseline risk is lower. Keywords: Critical care, Physiologic monitoring, Deterioration, Electronic health records, Early warning score, Risk score, Patient safety 1. These teams are expected to intervene prior to patients having an actual cardiac arrest or other patient decompensation.
At an intuitive level, it seems that deaths and unanticipated ICU admissions could be reduced if patients experiencing physiologic derangement were identified earlier and more systematically.