Bayesian inversion for Magnetic Resonance Elastography

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Bayesian inversion for Magnetic Resonance Elastography

In this thesis we study an inverse problem arising in Magnetic Resonance Elastography (MRE) which is a noninvasive method for quantifying soft tissue stiffness. We develop a Bayesian formulation of this problem which involves inferring (heterogeneous) elastic properties in the time-harmonic purely e...

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Bibliographic Details
Main Author:	Cejka, Fabian
Format:	Thesis (University of Nottingham only)
Language:	English
Published:	2023
Subjects:	Inverse problem; Magnetic Resonance Elastography (MRE); Bayesian formulation; Elastic properties; Viscoelastic wave equation; Ensemble Kalman Inversion (EKI) algorithms
Online Access:	https://eprints.nottingham.ac.uk/73030/

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