Publication detail

Rician inverse Gaussian model of scattering in ultrasound contrast media

SLÁVIK, V. KOLÁŘ, R. HARABIŠ, V. JIŘÍK, R.

Original Title

Rician inverse Gaussian model of scattering in ultrasound contrast media

English Title

Rician inverse Gaussian model of scattering in ultrasound contrast media

Type

conference paper

Language

en

Original Abstract

A statistical analysis of 1st and 2nd harmonic echoes backscattered from contrast media using Rician inverse Gaussian (RiIG) envelope model is described. Knowledge of statistics of the scattered signal may contribute to perfusion analysis. A range of ultrasound contrast agent (UCA) concentrations is examined. The RiIG distribution was fitted to image histograms, using Matlab Global optimization toolbox. Influence of simulated attenuation was also tested. Analysis of resulting RiIG distribution parameters shows that while its parameters alpha and beta do not follow any properties of the changing concentration, parameter delta shows logarithmic dependence on concentration in range of 3.125 - 50 mg/l. Taking into account simulated attenuation, we observed that the range and shape of the dependency remain stable, although the actual range of parameter delta decreases with increasing attenuation. This analysis contributes to our previous results, where the Nakagami distribution showed similar dependence of the shape parameter on UCA concentration in a smaller, partially overlapping, concentration range.

English abstract

A statistical analysis of 1st and 2nd harmonic echoes backscattered from contrast media using Rician inverse Gaussian (RiIG) envelope model is described. Knowledge of statistics of the scattered signal may contribute to perfusion analysis. A range of ultrasound contrast agent (UCA) concentrations is examined. The RiIG distribution was fitted to image histograms, using Matlab Global optimization toolbox. Influence of simulated attenuation was also tested. Analysis of resulting RiIG distribution parameters shows that while its parameters alpha and beta do not follow any properties of the changing concentration, parameter delta shows logarithmic dependence on concentration in range of 3.125 - 50 mg/l. Taking into account simulated attenuation, we observed that the range and shape of the dependency remain stable, although the actual range of parameter delta decreases with increasing attenuation. This analysis contributes to our previous results, where the Nakagami distribution showed similar dependence of the shape parameter on UCA concentration in a smaller, partially overlapping, concentration range.

Keywords

Nakagami Distribution, Histogram Fitting, Ultrasound Imaging, Contrast Agents

RIV year

2013

Released

25.07.2013

ISBN

978-1-4673-5684-8

Book

2013 IEEE International Ultrasonics Symposium Proceedings

Pages from

318

Pages to

321

Pages count

4

Documents

BibTex 


@inproceedings{BUT100643,
  author="Vladimír {Slávik} and Radim {Kolář} and Vratislav {Harabiš} and Radovan {Jiřík}",
  title="Rician inverse Gaussian model of scattering in ultrasound contrast media",
  annote="A statistical analysis of 1st and 2nd harmonic echoes backscattered from contrast media using Rician inverse Gaussian (RiIG) envelope model is described. Knowledge of statistics of the scattered signal may contribute to perfusion analysis. A range of ultrasound contrast agent (UCA) concentrations is examined. The RiIG distribution was fitted to image histograms, using Matlab Global optimization toolbox. Influence of simulated attenuation was also tested. Analysis of resulting RiIG distribution parameters shows that while its parameters alpha and beta do not follow any properties of the changing concentration, parameter delta shows logarithmic dependence on concentration in range of 3.125 - 50 mg/l. Taking into account simulated attenuation, we observed that the range and shape of the dependency remain stable, although the actual range of parameter delta decreases with increasing attenuation. This analysis contributes to our previous results, where the Nakagami distribution showed similar dependence of the shape parameter on UCA concentration in a smaller, partially overlapping, concentration range.",
  booktitle="2013 IEEE International Ultrasonics Symposium Proceedings",
  chapter="100643",
  howpublished="electronic, physical medium",
  year="2013",
  month="july",
  pages="318--321",
  type="conference paper"
}