DocumentCode
922388
Title
Tissue elasticity reconstruction using linear perturbation method
Author
Kallel, F. ; Bertrand, M.
Author_Institution
Inst. de Genie Biomed., Ecole Polytech., Montreal, Que., Canada
Volume
15
Issue
3
fYear
1996
fDate
6/1/1996 12:00:00 AM
Firstpage
299
Lastpage
313
Abstract
A new method to reconstruct the elastic modulus of soft tissue subjected to an external static compression is presented. In this approach the Newton-Raphson method is used to vary a finite element (FE) model of the elasticity equations to fit, in a least squared sense, a set of axial tissue displacement fields estimated using a correlation technique applied to ultrasound signals. The ill-conditioning of the Hessian matrix is eliminated using the Tikhonov regularization technique. This regularization provides a compromise between fidelity to the observed data and a priori information of the solution. Using an echographic image formation model, it is shown that the method converges within a few iterations (8-10) and that strain images artifacts which are common in elastography are significantly reduced after the resolution of the inverse problem
Keywords
Newton-Raphson method; biomechanics; biomedical ultrasonics; elastic moduli; elasticity; finite element analysis; image reconstruction; medical image processing; Hessian matrix; Newton-Raphson method; Tikhonov regularization technique; a priori information; axial tissue displacement fields; correlation technique; elastic modulus reconstruction; elasticity equations; elastography; external static compression; finite element model; ill-conditioning; inverse problem; iterations; linear perturbation method; medical diagnostic imaging; soft tissue; strain images artifacts; tissue elasticity reconstruction; Biological tissues; Capacitive sensors; Elasticity; Equations; Finite element methods; Image converters; Image reconstruction; Newton method; Perturbation methods; Ultrasonic imaging;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/42.500139
Filename
500139
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