Literature DB >> 23365858

Evaluation of a smart alarm for intensive care using clinical data.

Andrew King1, Kelsea Fortino, Nicholas Stevens, Sachin Shah, Margaret Fortino-Mullen, Insup Lee.   

Abstract

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 CABG-SA, 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.

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Year:  2012        PMID: 23365858     DOI: 10.1109/EMBC.2012.6345897

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

1.  Functional Alarms for Systems of Interoperable Medical Devices.

Authors:  Krishna K Venkatasubramanian; Eugene Y Vasserman; Oleg Sokolsky; Insup Lee
Journal:  Proc IEEE Int Symp High Assur Syst Eng       Date:  2014-01

2.  Technical considerations for evaluating clinical prediction indices: a case study for predicting code blue events with MEWS.

Authors:  Kais Gadhoumi; Alex Beltran; Christopher G Scully; Ran Xiao; David O Nahmias; Xiao Hu
Journal:  Physiol Meas       Date:  2021-06-17       Impact factor: 2.688

3.  Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit.

Authors:  Joo Heung Yoon; Vincent Jeanselme; Artur Dubrawski; Marilyn Hravnak; Michael R Pinsky; Gilles Clermont
Journal:  Crit Care       Date:  2020-11-25       Impact factor: 9.097

4.  Testing physiologic monitor alarm customization software to reduce alarm rates and improve nurses' experience of alarms in a medical intensive care unit.

Authors:  Halley Ruppel; Laura De Vaux; Dawn Cooper; Steffen Kunz; Bernd Duller; Marjorie Funk
Journal:  PLoS One       Date:  2018-10-18       Impact factor: 3.240

  4 in total

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