Proposal and comparison of quality measures in Crawling Waves Sonoelastography

Sebastian Merino, Stefano E. Romero, Alexys Caytano, Hans Trujillo, Benjamin Castaneda

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Ultrasound shear-wave elastography has emerged as a promising non-invasive technique for assessing tissue stiffness and elasticity, enabling the detection and monitoring of pathological changes for disease diagnosis, treatment and monitoring. Crawling Waves Sonoelastography (CWS) is an elastography approach that generates mechanical waves to measure Shear Wave Speed (SWS). However, current estimation techniques for CWS present important limitations such as the presence of artifacts leading to potential diagnostic inaccuracies. The paper proposes two quality parameters for CWS, the coefficient of variation and the normalized spectral deviation, which can be evaluated and used to discard regions where SWS measurements are inaccurate. The proposed quality parameters are tested on gelatin homogeneous and heterogeneous phantoms. Evaluation is carried out across frequencies ranging from 200 Hz to 500 Hz. Results show that both methods can help reduce the variation in SWS and increase the CNR by up to 6dB while reducing the bias by up to 20%.

Original languageEnglish
Title of host publication46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350371499
DOIs
StatePublished - 2024
Event46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Orlando, United States
Duration: 15 Jul 202419 Jul 2024

Publication series

NameProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN (Print)1557-170X

Conference

Conference46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024
Country/TerritoryUnited States
CityOrlando
Period15/07/2419/07/24

Keywords

  • crawling waves sonoelastography
  • quality assurance
  • ultrasound elastography

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