DocumentCode :
1430832
Title :
Magnetic Resonance Poroelastography: An Algorithm for Estimating the Mechanical Properties of Fluid-Saturated Soft Tissues
Author :
Perriez, P.R. ; Kennedy, Francis E. ; Van Houten, Elijah E W ; Weaver, John B. ; Paulsen, Keith D.
Author_Institution :
Thayer Sch. of Eng., Dartmouth Coll., Hanover, NH, USA
Volume :
29
Issue :
3
fYear :
2010
fDate :
3/1/2010 12:00:00 AM
Firstpage :
746
Lastpage :
755
Abstract :
Magnetic resonance poroelastography (MRPE) is introduced as an alternative to single-phase model-based elastographic reconstruction methods. A 3-D finite element poroelastic inversion algorithm was developed to recover the mechanical properties of fluid-saturated tissues. The performance of this algorithm was assessed through a variety of numerical experiments, using synthetic data to probe its stability and sensitivity to the relevant model parameters. Preliminary results suggest the algorithm is robust in the presence of noise and capable of producing accurate assessments of the underlying mechanical properties in simulated phantoms. Furthermore, a 3-D time-harmonic motion field was recorded for a poroelastic phantom containing a single cylindrical inclusion and used to assess the feasibility of MRPE image reconstruction from experimental data. The elastograms obtained from the proposed poroelastic algorithm demonstrate significant improvement over linearly elastic MRE images generated using the same data. In addition, MRPE offers the opportunity to estimate the time-harmonic pressure field resulting from tissue excitation, highlighting the potential for its application in the diagnosis and monitoring of disease processes associated with changes in interstitial pressure.
Keywords :
biological tissues; biomechanics; biomedical MRI; finite element analysis; image reconstruction; medical image processing; phantoms; 3-D finite element poroelastic inversion algorithm; 3-D time-harmonic motion field; MRPE image reconstruction; cylindrical inclusion; disease diagnosis; disease monitoring; elastographic reconstruction methods; fluid-saturated soft tissues; interstitial pressure; magnetic resonance poroelastography; mechanical properties; phantoms; single-phase model; time-harmonic pressure field; Biological tissues; Finite element methods; Image reconstruction; Imaging phantoms; Magnetic resonance; Mechanical factors; Noise robustness; Probes; Reconstruction algorithms; Stability; Finite element method; inverse problems; magnetic resonance elastography (MRE); poroelasticity; Algorithms; Computer Simulation; Elastic Modulus; Elasticity Imaging Techniques; Finite Element Analysis; Image Processing, Computer-Assisted; Models, Biological; Phantoms, Imaging; Poisson Distribution; Porosity; Soy Foods;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2009.2035309
Filename :
5423291
Link To Document :
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