DocumentCode :
471555
Title :
A Simple Non-physiological Artifact Filter for Invasive Arterial Blood Pressure Monitoring: a Study of 1852 Trauma ICU Patients
Author :
Cao, Haichuan ; Norris, P. ; Ozdas, A. ; Jenkins, J. ; Morris, J.A.
Author_Institution :
Med. Centre, Vanderbilt Univ., Nashville, TN
fYear :
2006
fDate :
Aug. 30 2006-Sept. 3 2006
Firstpage :
1417
Lastpage :
1420
Abstract :
Invasive arterial blood pressure (BP) is a vital sign in hemodynamic monitoring of trauma intensive care unit (ICU) patients. Continuous BP analysis can potentially provide additional information about patient status, predict morbidity and mortality, and automatically populate electronic nurse charting systems than intermittent monitoring. Challenges to routine application in the ICU include integration of complex physiological data collection systems, artifacts, missing data, and the various clinical interventions that may temporarily corrupt the BP signal. We have developed and previously described SIMON (signal interpretation and monitoring), a physiological data collection system in the Trauma ICU at Vanderbilt University. In order to extract useful information from continuous arterial line BP monitoring, it is necessary to remove non-physiological artifacts. In this setting, potential artifacts appear to be caused by resonance, over-damping, and data transmission. We designed a simple filter to identify various sources of non-physiological artifacts using statistical signal processing techniques. We implemented the filter to arterial invasive BP signals of 1852 trauma patients throughout their length of ICU stay. After filtering, the power of BP measures to predict hospital death was enhanced. Therefore, we concluded that our strategy of removing non-physiological artifact was simple, fast and useful for an accurate assessment of BP measures in trauma patients
Keywords :
blood pressure measurement; cardiovascular system; medical information systems; medical signal processing; patient care; patient monitoring; statistical analysis; data transmission; electronic nurse charting system; hemodynamic monitoring; hospital death; intensive care unit; invasive continuous arterial blood pressure monitoring; morbidity; mortality; nonphysiological artifact filter; over damping; patient status; physiological data collection systems; resonance; signal interpretation; statistical signal processing techniques; trauma ICU patients; Arterial blood pressure; Biomedical monitoring; Computerized monitoring; Data communication; Data mining; Filters; Hemodynamics; Information analysis; Patient monitoring; Resonance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
ISSN :
1557-170X
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2006.260684
Filename :
4462027
Link To Document :
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