Ultrasound elastography: A dynamic programming approach

Hassan Rivaz, Emad Boctor, Pezhman Foroughi, Richard Zellars, Gabor Fichtinger, Gregory Hager

Research output: Contribution to journalArticle

Abstract

This paper introduces a 2-D strain imaging technique based on minimizing a cost function using dynamic programming (DP). The cost function incorporates similarity of echo amplitudes and displacement continuity. Since tissue deformations are smooth, the incorporation of the smoothness into the cost function results in reduced decorrelation noise. As a result, the method generates high-quality strain images of freehand palpation elastography with up to 10% compression, showing that the method is more robust to signal decorrelation (caused by scatterer motion in high axial compression and nonaxial motions of the probe) in comparison to the standard correlation techniques. The method operates in less than 1 s and is thus also potentially suitable for real time elastography.

Original languageEnglish (US)
Article number4446614
Pages (from-to)1373-1377
Number of pages5
JournalIEEE Transactions on Medical Imaging
Volume27
Issue number10
DOIs
StatePublished - Oct 2008

Fingerprint

Elasticity Imaging Techniques
Dynamic programming
Cost functions
Ultrasonics
Costs and Cost Analysis
Axial compression
Palpation
Noise
Tissue
Imaging techniques

Keywords

  • Dynamic programming
  • Freehand ultrasound (US)
  • Real time strain imaging
  • Regularization
  • Ultrasound elastography

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Science Applications
  • Radiological and Ultrasound Technology
  • Software

Cite this

Ultrasound elastography : A dynamic programming approach. / Rivaz, Hassan; Boctor, Emad; Foroughi, Pezhman; Zellars, Richard; Fichtinger, Gabor; Hager, Gregory.

In: IEEE Transactions on Medical Imaging, Vol. 27, No. 10, 4446614, 10.2008, p. 1373-1377.

Research output: Contribution to journalArticle

Rivaz, H, Boctor, E, Foroughi, P, Zellars, R, Fichtinger, G & Hager, G 2008, 'Ultrasound elastography: A dynamic programming approach', IEEE Transactions on Medical Imaging, vol. 27, no. 10, 4446614, pp. 1373-1377. https://doi.org/10.1109/TMI.2008.917243
Rivaz, Hassan ; Boctor, Emad ; Foroughi, Pezhman ; Zellars, Richard ; Fichtinger, Gabor ; Hager, Gregory. / Ultrasound elastography : A dynamic programming approach. In: IEEE Transactions on Medical Imaging. 2008 ; Vol. 27, No. 10. pp. 1373-1377.
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