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
Link To Document