TY - JOUR
T1 - Requirements for accurate estimation of anisotropic material parameters by magnetic resonance elastography
T2 - A computational study
AU - Tweten, D. J.
AU - Okamoto, R. J.
AU - Bayly, P. V.
N1 - Publisher Copyright:
© 2017 International Society for Magnetic Resonance in Medicine
PY - 2017/12
Y1 - 2017/12
N2 - Purpose: To establish the essential requirements for characterization of a transversely isotropic material by magnetic resonance elastography (MRE). Theory and Methods: Three methods for characterizing nearly incompressible, transversely isotropic (ITI) materials were used to analyze data from closed-form expressions for traveling waves, finite-element (FE) simulations of waves in homogeneous ITI material, and FE simulations of waves in heterogeneous material. Key properties are the complex shear modulus μ2, shear anisotropy µ1/µ2 -1, and tensile anisotropy E1/E2-1. Results: Each method provided good estimates of ITI parameters when both slow and fast shear waves with multiple propagation directions were present. No method gave accurate estimates when the displacement field contained only slow shear waves, only fast shear waves, or waves with only a single propagation direction. Methods based on directional filtering are robust to noise and include explicit checks of propagation and polarization. Curl-based methods led to more accurate estimates in low noise conditions. Parameter estimation in heterogeneous materials is challenging for all methods. Conclusions: Multiple shear waves, both slow and fast, with different propagation directions, must be present in the displacement field for accurate parameter estimates in ITI materials. Experimental design and data analysis can ensure that these requirements are met. Magn Reson Med 78:2360–2372, 2017.
AB - Purpose: To establish the essential requirements for characterization of a transversely isotropic material by magnetic resonance elastography (MRE). Theory and Methods: Three methods for characterizing nearly incompressible, transversely isotropic (ITI) materials were used to analyze data from closed-form expressions for traveling waves, finite-element (FE) simulations of waves in homogeneous ITI material, and FE simulations of waves in heterogeneous material. Key properties are the complex shear modulus μ2, shear anisotropy µ1/µ2 -1, and tensile anisotropy E1/E2-1. Results: Each method provided good estimates of ITI parameters when both slow and fast shear waves with multiple propagation directions were present. No method gave accurate estimates when the displacement field contained only slow shear waves, only fast shear waves, or waves with only a single propagation direction. Methods based on directional filtering are robust to noise and include explicit checks of propagation and polarization. Curl-based methods led to more accurate estimates in low noise conditions. Parameter estimation in heterogeneous materials is challenging for all methods. Conclusions: Multiple shear waves, both slow and fast, with different propagation directions, must be present in the displacement field for accurate parameter estimates in ITI materials. Experimental design and data analysis can ensure that these requirements are met. Magn Reson Med 78:2360–2372, 2017.
KW - MR elastography
KW - anisotropy
KW - heterogeneity
KW - inversion algorithms
KW - shear waves
KW - transversely isotropic material
UR - https://www.scopus.com/pages/publications/85020461802
U2 - 10.1002/mrm.26600
DO - 10.1002/mrm.26600
M3 - Article
C2 - 28097687
AN - SCOPUS:85020461802
SN - 0740-3194
VL - 78
SP - 2360
EP - 2372
JO - Magnetic resonance in medicine
JF - Magnetic resonance in medicine
IS - 6
ER -