Title :
A three-parameter mechanical property reconstruction method for MR-based elastic property imaging
Author :
Van Houten, Elijah E W ; Doyley, Marvin M. ; Kennedy, Francis E. ; Paulsen, Keith D. ; Weaver, John B.
Author_Institution :
Dept. of Mech. Eng., Canterbury Univ., Christchurch, New Zealand
fDate :
3/1/2005 12:00:00 AM
Abstract :
A reconstruction process featuring full parameterization of the three dimensional, time-harmonic equations of linear elasticity is developed and reconstructed property images are presented from simulation-based investigation. While interesting in its own right through the potential for increased adaptability of these reconstructive elastic imaging techniques, this study also presents a set of analysis tools used to study the poor convergence behavior found in the case of tissue like conditions (i.e. nearly incompressible materials). The choice of elastic properties for imaging in elastography research remains an open question at this point; the use of the stability and sensitivity-based analytical methods described here will help to predict and understand the value and reliability of different parameterizations of elasticity imaging. Additionally, though results indicate significant work needs to be done to achieve effective multiparameter reconstructive imaging, the methods detailed here offer the promise of increased flexibility and sophistication in elastographic imaging techniques.
Keywords :
biological tissues; biomechanics; biomedical MRI; elasticity; image reconstruction; medical image processing; MR-based elastic property imaging; elastography; nearly incompressible materials; poor convergence behavior; three-parameter mechanical property reconstruction; time-harmonic equations; tissue like conditions; Biological materials; Cancer; Convergence; Elasticity; Equations; Image analysis; Image reconstruction; Iterative algorithms; Mechanical factors; Reconstruction algorithms; Density measurement; MR elastography; elasticity reconstruction; tissue density; tissue mechanics; Algorithms; Animals; Artificial Intelligence; Biomechanics; Connective Tissue; Elasticity; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Magnetic Resonance Imaging; Models, Biological; Phantoms, Imaging; Reproducibility of Results; Sensitivity and Specificity;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2004.842451