DocumentCode
2631325
Title
A posteriori navigator echo for perfusion imaging of the liver with contrast ultrasound
Author
Renault, G. ; Frouin, F. ; Tranquart, F. ; Bleuzen, A. ; Herment, A.
Author_Institution
U494 Inserm, Paris, France
fYear
2004
fDate
15-18 April 2004
Firstpage
316
Abstract
This paper proposes a strategy to minimize respiratory motion artifacts in ultrasound contrast imaging sequences, and to enable parametric imaging from time sequences. This strategy, originated from navigator-echo techniques in MRI, has been tested on contrast ultrasound sequences, to study perfusion of the liver. A respiratory component is first estimated by an independent component analysis (ICA), then two subsets of frames corresponding to the minima and maxima of the respiratory cycle are selected. Finally, factor analysis is applied to each resulting sequence - two main perfusion kinetics are estimated: one is related to the early contrast uptake in the tumor, the other one is related to the normal perfusion of the liver. In conclusion this preliminary approach makes possible parametric imaging, and should facilitate quantification.
Keywords
biomedical ultrasonics; haemorheology; image motion analysis; image sequences; independent component analysis; liver; medical image processing; pneumodynamics; tumours; MRI; factor analysis; independent component analysis; liver; parametric imaging; perfusion imaging; posteriori navigator echo; respiratory motion artifacts; time sequences; tumor; ultrasound contrast imaging sequences; Biomedical imaging; Image analysis; Image sequence analysis; Image sequences; Independent component analysis; Kinetic theory; Liver neoplasms; Magnetic resonance imaging; Navigation; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
Print_ISBN
0-7803-8388-5
Type
conf
DOI
10.1109/ISBI.2004.1398538
Filename
1398538
Link To Document