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
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"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7318768