Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction

Yong Bai; Duc H. Do; Patricia Harris; Daniel Schindler; Noel G. Boyle; Barbara J. Drew; Xiao Hu

doi:10.1016/j.jbi.2014.09.006

Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction

Yong Bai, Duc H. Do, Patricia Harris, Daniel Schindler, Noel G. Boyle, Barbara J. Drew, Xiao Hu

Department of Nursing

Department of Bioengineering, University of California, Los Angeles
Cardiac Arrhythmia Center, David Geffen School of Medicine, University of California, Los Angeles
Department of Physiological Nursing, School of Nursing, University of California, San Francisco

Research output: Contribution to journal › Article › peer-review

Original language	American English
Pages (from-to)	81-92
Number of pages	12
Journal	Journal of Biomedical Informatics
Volume	53
DOIs	https://doi.org/10.1016/j.jbi.2014.09.006
State	Published - Feb 2015

ASJC Scopus Subject Areas

Health Informatics
Computer Science Applications

Keywords

Alarm fatigue; Clinical deterioration; Code blue; Event prediction; Maximal frequent itemsets mining; Monitor alarm
Maximal frequent itemsets mining
Code blue
Event prediction
Monitor alarm
Alarm fatigue
Clinical deterioration

Disciplines

Health Information Technology
Nursing

Access to Document

10.1016/j.jbi.2014.09.006

OpenUrl availability

Full text

Cite this

@article{c52a3cdffb2b49198232a43f09e12821,

title = "Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction",

keywords = "Alarm fatigue; Clinical deterioration; Code blue; Event prediction; Maximal frequent itemsets mining; Monitor alarm, Maximal frequent itemsets mining, Code blue, Event prediction, Monitor alarm, Alarm fatigue, Clinical deterioration",

author = "Yong Bai and Do, \{Duc H.\} and Patricia Harris and Daniel Schindler and Boyle, \{Noel G.\} and Drew, \{Barbara J.\} and Xiao Hu",

note = "Publisher Copyright: {\textcopyright} 2014 Elsevier Inc.",

year = "2015",

month = feb,

doi = "10.1016/j.jbi.2014.09.006",

language = "American English",

volume = "53",

pages = "81--92",

journal = "Journal of Biomedical Informatics",

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AU - Bai, Yong

AU - Do, Duc H.

AU - Harris, Patricia

AU - Schindler, Daniel

AU - Boyle, Noel G.

AU - Drew, Barbara J.

AU - Hu, Xiao

PY - 2015/2

Y1 - 2015/2

KW - Alarm fatigue; Clinical deterioration; Code blue; Event prediction; Maximal frequent itemsets mining; Monitor alarm

KW - Maximal frequent itemsets mining

KW - Code blue

KW - Event prediction

KW - Monitor alarm

KW - Alarm fatigue

KW - Clinical deterioration

U2 - 10.1016/j.jbi.2014.09.006

DO - 10.1016/j.jbi.2014.09.006

M3 - Article

VL - 53

SP - 81

EP - 92

JO - Journal of Biomedical Informatics

JF - Journal of Biomedical Informatics

ER -