DocumentCode
471763
Title
Calculation of the Mean Pressure with Less Delay for Real-Time Clinical Monitoring
Author
Ellis, Tim ; McNames, James ; Goldstein, Brahm
Author_Institution
Biomed. Signal Process. Lab., Portland State Univ., OR
fYear
2006
fDate
Aug. 30 2006-Sept. 3 2006
Firstpage
2880
Lastpage
2883
Abstract
The mean of cardiovascular pressure signals is an important metric in patient monitoring applications for many types of diseases and injuries. It is typically calculated with a moving average of 3-8 s of the pulsatile signal. This method of calculating the mean introduces a delay of 1.5-4 s. We demonstrate that an FIR filter with coefficients calculated with a least squares error (LSE) estimator can reduce this delay without a clinically significant impact on the accuracy of the displayed signal. Preliminary results with intracranial pressure signals show that the delay can be completely eliminated with a maximum root-mean-square error of approximately 1 mmHg. Reduction or elimination of this delay could permit patient monitors to display the mean in real time and permit clinicians to respond to acute events more rapidly
Keywords
FIR filters; blood pressure measurement; cardiovascular system; filtering theory; least mean squares methods; medical signal processing; patient monitoring; FIR filter; delay elimination; intracranial pressure signals; least squares error estimator; mean cardiovascular pressure signal; patient monitoring; pulsatile signal; real-time clinical monitoring; root-mean-square error; Cardiac disease; Cardiology; Cardiovascular diseases; Cranial pressure; Delay effects; Delay estimation; Finite impulse response filter; Injuries; Least squares approximation; Patient monitoring;
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.2006.260040
Filename
4462398
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