• DocumentCode
    1760841
  • Title

    Acoustic radiation force beam sequence performance for detection and material characterization of atherosclerotic plaques: preclinical, ex vivo results

  • Author

    Behler, Russell ; Czernuszewicz, Tomasz J. ; Chih-da Wu ; Nichols, Timothy C. ; Hongtu Zhu ; Homeister, Jonathon W. ; Merricks, Elizabeth P. ; Gallippi, Caterina M.

  • Author_Institution
    Joint Dept. of Biomed. Eng., Univ. of North Carolina & North Carolina State Univ., Chapel Hill, NC, USA
  • Volume
    60
  • Issue
    12
  • fYear
    2013
  • fDate
    Dec. 2013
  • Firstpage
    2471
  • Lastpage
    2487
  • Abstract
    This work presents preclinical data demonstrating performance of acoustic radiation force (ARF)-based elasticity imaging with five different beam sequences for atherosclerotic plaque detection and material characterization. Twelve trained, blinded readers evaluated parametric images taken ex vivo under simulated in vivo conditions of 22 porcine femoral arterial segments. Receiver operating characteristic (ROC) curve analysis was carried out to quantify reader performance using spatially-matched immunohistochemistry for validation. The beam sequences employed had high sensitivity (sens) and specificity (spec) for detecting Type III+ plaques (sens: 85%, spec: 79%), lipid pools (sens: 80%, spec: 86%), fibrous caps (sens: 86%, spec: 82%), calcium (sens: 96%, spec: 85%), collagen (sens: 78%, spec: 77%), and disrupted internal elastic lamina (sens: 92%, spec: 75%). 1:1 single-receive tracking yielded the highest median areas under the ROC curve (AUC), but was not statistically significantly higher than 4:1 parallel-receive tracking. Excitation focal configuration did not result in statistically different AUCs. Overall, these results suggest ARF-based imaging is relevant to detecting and characterizing plaques and support its use for diagnosing and monitoring atherosclerosis.
  • Keywords
    biomedical ultrasonics; blood vessels; diseases; elasticity; patient monitoring; proteins; sensitivity analysis; ARF-based imaging; AUC; ROC curve analysis; acoustic radiation force beam sequence performance; acoustic radiation force-based elasticity imaging; atherosclerosis diagnosis; atherosclerosis monitoring; atherosclerotic plaque detection; collagen; excitation focal configuration; fibrous caps; internal elastic lamina; lipid pools; material characterization; parametric image; porcine femoral arterial segments; receiver operating characteristic curve analysis; simulated in vivo condition; spatially-matched immunohistochemistry; Acoustics; Arteries; Atherosclerosis; Imaging; In vivo; Lipidomics; Materials; Algorithms; Animals; Elasticity Imaging Techniques; Femoral Artery; Image Processing, Computer-Assisted; Phantoms, Imaging; Plaque, Atherosclerotic; ROC Curve; Swine;
  • fLanguage
    English
  • Journal_Title
    Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-3010
  • Type

    jour

  • DOI
    10.1109/TUFFC.2013.2847
  • Filename
    6666069