Abstract: A method for creating alarm signals based on time-series signal behavior determined from real-time discrete data obtained from a medical device. In one embodiment the method includes identifying patterns in preceding time-series measurement threshold breaches in clinical readings obtained from said medical device when associated with a particular patient, and initiating an alarm signal to a front-line clinician based on the preceding quantity of threshold breaches.

Abstract: A method and system for adjusting the AUC limit threshold to reduce the number of false alarms. In one embodiment the method includes the steps of: defining a AUC limit threshold; defining a saturation limit threshold for a desired oxygen saturation level; periodically measuring a patient's measured oxygen saturation level over time; calculating the difference between the patient's measured oxygen saturation and defined saturation limit threshold; summing the differences between the patient's measured oxygen saturation and defined saturation limit threshold over a time interval wherein the patient's measured oxygen saturation is less than defined saturation limit threshold, wherein the summation defines a measured AUC; comparing the measured AUC over the time interval against the defined AUC limit threshold; determining regions in which the measured AUC exceeds the defined AUC limit threshold; and adjusting the AUC limit threshold.