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We describe and report the results of an evaluation of a smart alarm algorithm for post coronary artery bypass graft (CABG) patients. The algorithm (CABG-SA) was applied to vital sign data streams recorded in a surgical intensive care unit (SICU) at a hospital in the University of Pennsylvania Health System. In order to determine the specificity of CABGSA, the alarms generated by CABG-SA were compared against the actual interventions performed by the staff of the critical care unit. Overall, CABG-SA alarmed for 55% of the time relative to traditional alarms while still generating alarms for 12 of the 13 recorded interventions.
King, Andrew; Fortino, Kelsea; Stevens, Nicholas; Shah, Sachin; Fortino-Mullen, Margaret; and Lee, Insup, "Evaluation of a Smart Alarm for Intensive Care using Clinical Data" (2012). Departmental Papers (CIS). Paper 737.
Date Posted: 06 September 2012
This document has been peer reviewed.