DocumentCode
2084435
Title
Detection of quiescent phases in echocardiography data using non-linear filtering and boundary detection
Author
Ravichandran, Lakshminarayan ; Wick, C.A. ; Tridandapani, S.
Author_Institution
Sch. of Med., Dept. of Radiol. & Imaging Sci., Emory Univ., Atlanta, GA, USA
fYear
2012
fDate
Aug. 28 2012-Sept. 1 2012
Firstpage
1562
Lastpage
1565
Abstract
In order to detect the quasi-stationary states of the heart within a cardiac cycle from echocardiography data, we present an algorithm that uses non-linear filtering and boundary detection. The non-linear filtering algorithm involves anisotropic diffusion to remove the speckle noise from the data and to smoothen the homogeneous regions while preserving the edges. Following this, we perform binary thresholding and boundary detection, and observe the positional changes in the region of interest. From a series of echocardiography images, we derived the regions of cardiac quiescence, which we then plotted on the electrocardiograph (ECG) R-R interval. It is observed that the quiescence occurs in the diastolic region of the ECG signal, but the position and length of quiescence varies across multiple cardiac cycles for the same individual.
Keywords
echocardiography; medical signal processing; ECG signal diastolic region; binary thresholding; boundary detection; cardiac cycle; cardiac quiescence; echocardiography data; echocardiography image; electrocardiograph R-R interval; nonlinear filtering; quiescent phase detection; Anisotropic magnetoresistance; Computed tomography; Electrocardiography; Heart; Image edge detection; Noise; Speckle; Algorithms; Anisotropy; Echocardiography; Female; Heart Septum; Humans; Nonlinear Dynamics; Signal Processing, Computer-Assisted; Young Adult;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location
San Diego, CA
ISSN
1557-170X
Print_ISBN
978-1-4244-4119-8
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/EMBC.2012.6346241
Filename
6346241
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