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Fully Automated and Robust Tracking of Transient Waves in Structured Anatomies Using Dynamic Programming

Authors :
Mathew Cheong
Bradley J. Erickson
Mahdi Bayat
Azra Alizad
Zeynettin Akkus
Mostafa Fatemi
Kumar Viksit
Source :
Ultrasound in Medicine & Biology. 42:2504-2512
Publication Year :
2016
Publisher :
Elsevier BV, 2016.

Abstract

Tissue stiffness is often linked to underlying pathology and can be quantified by measuring the mechanical transient transverse wave speed (TWS) within the medium. Time-of-flight methods based on correlation of the transient signals or tracking of peaks have been used to quantify the TWS from displacement maps obtained with ultrasound pulse-echo techniques. However, it is challenging to apply these methods to in vivo data because of tissue inhomogeneity, noise and artifacts that produce outliers. In this study, we introduce a robust and fully automated method based on dynamic programming to estimate TWS in tissues with known geometries. The method is validated using ultrasound bladder vibrometry data from an in vivo study. We compared the results of our method with those of time-of-flight techniques. Our method performs better than time-of-flight techniques. In conclusion, we present a robust and accurate TWS detection method that overcomes the difficulties of time-of-flight methods.

Details

ISSN :
03015629
Volume :
42
Database :
OpenAIRE
Journal :
Ultrasound in Medicine & Biology
Accession number :
edsair.doi.dedup.....8c0f5cf5b6fb52453acf7bf9bec8cad2
Full Text :
https://doi.org/10.1016/j.ultrasmedbio.2016.06.002