DocumentCode
3684335
Title
Primary study for detection of arterial blood pressure waveform components
Author
Neeraj Paradkar;Shubhajit Roy Chowdhury
Author_Institution
Center of VLSI and Embedded Systems Technology, International Institute of Information Technology, Hyderabad, India
fYear
2015
Firstpage
1959
Lastpage
1962
Abstract
The paper presents a technique to detect significant systolic peaks, the percussion (P) and tidal peak (T) and diastolic peak (D) from the arterial blood pressure (ABP) waveform. The technique is aimed at robust detection even in presence of significant noise. Singular Value Decomposition (SVD) based dominant period extraction of the ABP waveform followed by wavelet transform and local peak detection is applied to detect the points of interest. MIMIC-II ABP databse serves as a training dataset to select SVD and wavelet transform parameters and CSL Benchmark database is used to analyze the technique. Salient systolic peak detection for the CSL dataset was performed with positive predictive value and sensitivity figures of 98.48% and 99.24% respectively.
Keywords
"Wavelet transforms","Wavelet analysis","Indexes","Arterial blood pressure"
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN
1094-687X
Electronic_ISBN
1558-4615
Type
conf
DOI
10.1109/EMBC.2015.7318768
Filename
7318768
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