DocumentCode
2821024
Title
An automatic procedure for the extraction of parametric images of the myocardium from integrated ultrasonic backscatter signals
Author
Mainardi, LT ; Caiani, EG ; Guidali, P. ; Davolio, F. ; Canziani, R. ; Baselli, G.
Author_Institution
Dept. of Biomed. Eng., Polytech.. Univ., Milan, Italy
fYear
2000
fDate
2000
Firstpage
615
Lastpage
618
Abstract
An automatic procedure for the extraction of quantitative parameters which characterize the Cyclic Variation (CV) of ultrasonic Integrated Backscatter Signal (IBS) within the cardiac cycle is proposed. After image realignment, the following CV parameters are quantified for each pixel, by harmonic analysis of the corresponding pixel intensify along the cardiac cycle: the modulus of the first (A0) and the second (A1) Fourier coefficient and their ratio (A1/A0), the phase (P1) of the first harmonic component. Parametric images are then computed. A population of 12 subjects was considered; automatic measures of CV parameters extracted from 6 regions of interest (11×11 pixel size) for each examined view were compared to the manual ones, obtained by classic acoustic densitometry analysis. The good linear correlation (r, A0:0.98; A1:0.99; A1/A0:0.98; P1:=0.97) verify the reliability of the proposed automatic approach
Keywords
acoustic signal processing; backscatter; echocardiography; feature extraction; medical image processing; muscle; ultrasonic scattering; automatic procedure; cardiac cycle; classic acoustic densitometry analysis; corresponding pixel intensify; harmonic analysis; image realignment; integrated ultrasonic backscatter signals; linear correlation; medical diagnostic imaging; myocardium; parametric images extraction; regions of interest; second Fourier coefficient; Artificial intelligence; Backscatter; Biomedical engineering; Cardiology; Heart; Humans; Image sequences; Myocardium; Pixel; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology 2000
Conference_Location
Cambridge, MA
ISSN
0276-6547
Print_ISBN
0-7803-6557-7
Type
conf
DOI
10.1109/CIC.2000.898597
Filename
898597
Link To Document