• 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