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A heterogeneous nonlinear attenuating full- wave model of ultrasound

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TLDR
A mechanism of harmonic image quality improvement by showing that the harmonic point spread function is less sensitive to reverberation clutter is demonstrated, and a numerical solution of the relaxation attenuation laws that allows modeling of arbitrary frequency dependent attenuation is presented.
Abstract
A full-wave equation that describes nonlinear propagation in a heterogeneous attenuating medium is solved numerically with finite differences in the time domain (FDTD). Three-dimensional solutions of the equation are verified with water tank measurements of a commercial diagnostic ultrasound transducer and are shown to be in excellent agreement in terms of the fundamental and harmonic acoustic fields and the power spectrum at the focus. The linear and nonlinear components of the algorithm are also verified independently. In the linear nonattenuating regime solutions match results from Field II, a well established software package used in transducer modeling, to within 0.3 dB. Nonlinear plane wave propagation is shown to closely match results from the Galerkin method up to 4 times the fundamental frequency. In addition to thermoviscous attenuation we present a numerical solution of the relaxation attenuation laws that allows modeling of arbitrary frequency dependent attenuation, such as that observed in tissue. A perfectly matched layer (PML) is implemented at the boundaries with a numerical implementation that allows the PML to be used with high-order discretizations. A -78 dB reduction in the reflected amplitude is demonstrated. The numerical algorithm is used to simulate a diagnostic ultrasound pulse propagating through a histologically measured representation of human abdominal wall with spatial variation in the speed of sound, attenuation, nonlinearity, and density. An ultrasound image is created in silico using the same physical and algorithmic process used in an ultrasound scanner: a series of pulses are transmitted through heterogeneous scattering tissue and the received echoes are used in a delay-and-sum beam-forming algorithm to generate a images. The resulting harmonic image exhibits characteristic improvement in lesion boundary definition and contrast when compared with the fundamental image. We demonstrate a mechanism of harmonic image quality improvement by showing that the harmonic point spread function is less sensitive to reverberation clutter.

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Citations
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Journal ArticleDOI

Modeling nonlinear ultrasound propagation in heterogeneous media with power law absorption using a k-space pseudospectral method

TL;DR: The k-space pseudospectral method is used to reduce the number of grid points required per wavelength for accurate simulations of nonlinear ultrasound propagation through tissue realistic media, and increases the accuracy of the gradient calculation and relaxes the requirement for dense computational grids compared to conventional finite difference methods.
Journal ArticleDOI

Wave physics as an analog recurrent neural network

TL;DR: In this article, the authors identify a mapping between the dynamics of wave physics and the computation in recurrent neural networks, which indicates that physical wave systems can be trained to learn complex features in temporal data, using standard training techniques for neural networks.
Journal ArticleDOI

Beamforming and Speckle Reduction Using Neural Networks

TL;DR: This work demonstrates that ultrasound B-mode image reconstruction using machine-learned neural networks is feasible and establishes that networks trained solely in silico can be generalized to real-world imaging in vivo to produce images with significantly reduced speckle.
Journal ArticleDOI

Sources of image degradation in fundamental and harmonic ultrasound imaging using nonlinear, full-wave simulations

TL;DR: A full-wave equation that describes nonlinear propagation in a heterogeneous attenuating medium is solved numerically with finite differences in the time domain (FDTD) to simulate propagation of a diagnostic ultrasound pulse through a measured representation of the human abdomen with heterogeneities in speed of sound, attenuation, density, and nonlinearity.
Journal ArticleDOI

Erratum: Sources of image degradation in fundamental and harmonic ultrasound imaging: a nonlinear, full-wave, simulation study [Apr 11 754-765]

TL;DR: An earlier revision of this paper was mistakenly submitted for publication as the final draft Unfortunately, this was not discovered until after it appeared in print [1] The correct version of the paper is presented here.
References
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Journal ArticleDOI

A perfectly matched layer for the absorption of electromagnetic waves

TL;DR: Numerical experiments and numerical comparisons show that the PML technique works better than the others in all cases; using it allows to obtain a higher accuracy in some problems and a release of computational requirements in some others.
Journal ArticleDOI

Calculation of pressure fields from arbitrarily shaped, apodized, and excited ultrasound transducers

TL;DR: A method for simulation of pulsed pressure fields from arbitrarily shaped, apodized and excited ultrasound transducers is suggested, which relies on the Tupholme-Stepanishen method for calculating pulsing pressure fields and can also handle the continuous wave and pulse-echo case.
Journal ArticleDOI

Effect of skin impedance on image quality and variability in electrical impedance tomography: a model study

TL;DR: It is concluded that the patient's skin should be abraded to reduce impedance, and measurements should be avoided in the first 10 min after electrode placement, to allow satisfactory images.
Journal ArticleDOI

A 3D perfectly matched medium from modified maxwell's equations with stretched coordinates

TL;DR: A modified set of Maxwell's equations is presented that includes complex coordinate stretching along the three Cartesian coordinates that allow the specification of absorbing boundaries with zero reflection at all angles of incidence and all frequencies.
Journal ArticleDOI

Parametric Acoustic Array

TL;DR: In this paper, the theory of highly directional receivers and transmitters that may be constructed with the nonlinearity of the equations of fluid motion is presented, and the theory is extended to the case of a single antenna.
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