title: Non-identifiability of the Rayleigh damping material model in magnetic resonance elastography.
abstract: Magnetic Resonance Elastography (MRE) is an emerging imaging modality for quantifying soft tissue elasticity deduced from displacement measurements within the tissue obtained by phase sensitive Magnetic Resonance Imaging (MRI) techniques. MRE has potential to detect a range of pathologies, diseases and cancer formations, especially tumors. The mechanical model commonly used in MRE is linear viscoelasticity (VE). An alternative Rayleigh damping (RD) model for soft tissue attenuation is used with a subspace-based nonlinear inversion (SNLI) algorithm to reconstruct viscoelastic properties, energy attenuation mechanisms and concomitant damping behavior of the tissue-simulating phantoms. This research performs a thorough evaluation of the RD model in MRE focusing on unique identification of RD parameters, μI and ρI. Results show the non-identifiability of the RD model at a single input frequency based on a structural analysis with a series of supporting experimental phantom results. The estimated real shear modulus values (μR) were substantially correct in characterising various material types and correlated well with the expected stiffness contrast of the physical phantoms. However, estimated RD parameters displayed consistent poor reconstruction accuracy leading to unpredictable trends in parameter behaviour. To overcome this issue, two alternative approaches were developed: (1) simultaneous multi-frequency inversion; and (2) parametric-based reconstruction. Overall, the RD model estimates the real shear shear modulus (μR) well, but identifying damping parameters (μI and ρI) is not possible without an alternative approach.
authors.affiliation: Centre for Bioengineering, Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand. Electronic address: andrew.petrov@pg.canterbury.ac.nz.
authors.forename: Andrii Y
authors.initials: AY
authors.lastname: Petrov
authors.forename: J
authors.initials: J
authors.lastname: Geoffrey Chase
authors.forename: Mathieu
authors.initials: M
authors.lastname: Sellier
authors.forename: Paul D
authors.initials: PD
authors.lastname: Docherty
mesh_terms: D000465:Algorithms; D054459:Elasticity Imaging Techniques / Q000379:methods / Q000706:statistics & numerical data*; D008279:Magnetic Resonance Imaging / Q000379:methods / Q000706:statistics & numerical data*; D008962:Models, Theoretical
keywords: Magnetic Resonance Elastography; Mechanical properties; Medical imaging; Model identifiability; Nonlinear inversion; Rayleigh damping