NUMERICAL MODELING OF ULTRASOUND IMAGING USING CONTRAST AGENTS
FOR PARTICLE IMAGE VELOCIMETRY IN VIVO
O.M. Mukdadi
1
, H.B. Kim
1
, J.R. Hertzberg
1
, and R. Shandas
1,2
1
Department of Mechanical Engineering, University of Colorado, Boulder, CO 80309
2
Department of Pediatric Cardiology, The Children’s Hospital, Denver, CO 80218
ABSTRACT
Non-invasive in vivo medical ultrasound imaging using
contrast agents requires further physical understanding of
ultrasound wave propagation phenomenon in tissue and
scattering from microbubbles. Cumulative nonlinearity
exhibited by wave motion in tissue and local nonlinearity
by microbubble dynamics are strongly influence the
imaging technique and microbubble detectability. The
wave propagation in tissue is studied using KZK-type
parabolic evolution equation. This model considers
ultrasound beam diffraction, attenuation, and tissue
nonlinearity. Pressure-wave scattering from
microbubbles, seeded in the blood stream, is modeled
using Rayleigh-Plesset-type equation. The continuity and
the radial-momentum equations of encapsulated
microbubbles are employed to account for the lipid layer
surrounding the microbubble. Numerical results show the
effects of tissue and microbubble nonlinearities on
pressure-wave propagation and scattering. These
nonlinearities have a strong influence on the waveform
distortion and harmonic generation. Results also show
that microbubbles have stronger nonlinearity than that of
tissue, and thus improves signal-to-noise ratio.
1. INTRODUCTION
Non-invasive ultrasound imaging offers a means for
characterizing blood flow [1], arterial-wall shear stresses
[2], macro and micro opaque flows [3], and tissue
imaging [4]. Nonlinear effects accompanying the
propagation of intense ultrasound beam are known to
distort the wave profile and generate harmonic
components. Earlier work [5], we assumed linear wave
propagation in tissue to investigate the non-linear wave
scattering from encapsulated microbubbles. This work
accounts for tissue and microbubbles nonlinearities and
their influence on the wave propagation and scattering
features. Modeling of wave motion in soft tissue using a
parabolic approximate KZK-model is adopted. This
model, which was derived by Zabolotskaya and Khokhlov
[6] and Kuznetsov [7], accounts for diffraction,
nonlinearity, and thermo-viscous absorption in tissue.
To take advantage of nonlinear imaging technique of
contrast agents, it is vital to distinguish between
cumulative and local nonlinear effects. Cumulative effects
arise from variation in propagation speed over the
waveform, causing distortion to develop with distance,
such as ultrasound propagation in tissue [8-13]. Whereas,
local effects exhibited by large displacements of vibrating
sources such as acoustically driven microbubbles used in
contrast agents [14-17]. The focus of this work is to
determine the effects of both cumulative and local
nonlinearities generated from tissue and ultrasound
contrast agents, respectively, and how the tissue
harmonics influence the pressure scattering from
microbubbles used for echo particle imaging velocimetry
in vivo.
Numerical treatment of KZK-equation is based on the
time-domain algorithm originally developed to model
plane wave propagation in thermo-viscous fluids [9].
Implicit backward finite difference (IBFD) scheme is
employed to compute the pressure field propagation from
a circular focused transducer. To characterize the
nonlinear microbubble dynamics, a Rayleigh-Plesset-type
equation is derived to account for the shell and blood
properties. The extensional (breathing) mode is analyzed
by considering both the continuity and the radial-
momentum equations [14-17]. Adaptive time step-size is
used to solve the equation of radial oscillation of a coated
microbubble. The scattering pressure is thus determined
by the volumetric oscillation in the domain. These
microbubbles play an important role in emitting
significant pressure components. The tissue-microbubble
model is investigated to quantitatively compare the tissue
harmonic components versus the harmonic emission from
contrast agents.
2. MATHEMATICAL MODELING
We consider an axi-symmetric model for single array
ultrasound transducer having a circular cross-section with
radius a. The transducer is perfectly placed on the body
skin with no air gap. Single array excitation and
scattering detector is modeled by KZK-equation for wave
propagation in tissue. Pressure wave scattering from
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