QUANTITATIVE ANALYSIS OF ULTRASOUND CONTRAST FLOW BEHAVIOR IN CAROTID PLAQUE NEOVASCULATURE

被引:29
作者
Hoogi, Assaf [1 ,2 ]
Akkus, Zeynettin [2 ]
van den Oord, Stijn C. H. [3 ]
ten Kate, Gerrit L. [3 ]
Schinkel, Arend F. L. [3 ]
Bosch, Johan G. [2 ]
de Jong, Nico [2 ]
Adam, Dan
van der Steen, Antonius F. W. [2 ,4 ]
机构
[1] Technion Israel Inst Technol, Fac Biomed Engn, IL-32000 Haifa, Israel
[2] Erasmus MC, Thoraxctr Biomed Engn, Rotterdam, Netherlands
[3] Erasmus MC, Thoraxctr, Dept Cardiol, Rotterdam, Netherlands
[4] Interuniv Cardiol Inst Netherlands, Utrecht, Netherlands
关键词
Carotid plaque; Neovascularization; Contrast ultrasound; Quantification; Dynamic programming; ENHANCED ULTRASOUND; INTRAPLAQUE NEOVASCULARIZATION; ATHEROSCLEROTIC PLAQUES; ANGIOGENESIS; ARTERIES; DISEASE; IMAGES; RISK; IDENTIFY; HYPOXIA;
D O I
10.1016/j.ultrasmedbio.2012.08.002
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Intraplaque neovascularization is considered as an important indication for plaque vulnerability. We propose a semiautomatic algorithm for quantification of neovasculature, thus, enabling assessment of plaque vulnerability. The algorithm detects and tracks contrast spots using multidimensional dynamic programming. Classification of contrast tracks into blood vessels and artifacts was performed. The results were compared with manual tracking, visual classification and maximal intensity projection. In 28 plaques, 97% of the contrast spots were detected. In 89% of the objects, the automatic tracking determined the contrast motion with an average distance of less than 0.5 mm from the manual marking. Furthermore, 75% were correctly classified into artifacts and vessels. The automated neovascularization grading agreed within 1 grade with visual analysis in 91% of the cases, which was comparable to the interobserver variability of visual grading. These results show that the method can successfully quantify features that are linked to vulnerability of the carotid plaque. (E-mail: ahoogi@gmail.com) (c) 2012 World Federation for Ultrasound in Medicine & Biology.
引用
收藏
页码:2072 / 2083
页数:12
相关论文
共 35 条
  • [21] Automated tracking of the mitral valve annulus motion in apical echocardiographic images using multidimensional dynamic programming
    Nevo, Shelly T.
    Van Stralen, Marijn
    Vossepoel, Albert M.
    Reiber, Johan H. C.
    de Jong, Nico
    van der Steen, Antonius F. W.
    Bosch, Johan G.
    [J]. ULTRASOUND IN MEDICINE AND BIOLOGY, 2007, 33 (09) : 1389 - 1399
  • [22] Atherosclerosis found on carotid ultrasonography is associated with atherosclerosis on coronary intravascular ultrasonography
    Ogata, T
    Yasaka, M
    Yamagishi, M
    Seguchi, O
    Nagatsuka, K
    Minematsu, K
    [J]. JOURNAL OF ULTRASOUND IN MEDICINE, 2005, 24 (04) : 469 - 474
  • [23] Parker DL, 1988, ENG MED BIOL SOC, V1, P399
  • [24] An algorithm for real-time vessel enhancement and detection
    Poli, R
    Valli, G
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1997, 52 (01) : 1 - 22
  • [25] Semiautomatic contour detection in ultrasound M-mode images
    Rabben, SI
    Torp, AH
    Stoylen, A
    Slordahl, S
    Bjornstad, K
    Haugen, BO
    Angelsen, B
    [J]. ULTRASOUND IN MEDICINE AND BIOLOGY, 2000, 26 (02) : 287 - 296
  • [26] High-Resolution Ultrasound Perfusion Imaging of Therapeutic Angiogenesis
    Rissanen, Tuomas T.
    Korpisalo, Petra
    Karvinen, Henna
    Liimatainen, Timo
    Laidinen, Svetlana
    Grohn, Olli H.
    Yla-Herttuala, Seppo
    [J]. JACC-CARDIOVASCULAR IMAGING, 2008, 1 (01) : 83 - 91
  • [27] Contrast-enhanced ultrasound imaging of atherosclerotic carotid plaque neovascularization: a new surrogate marker of atherosclerosis?
    Shah, Falak
    Balan, Pralkash
    Weinberg, Matthew
    Reddy, Vijaya
    Neems, Rachel
    Feinstein, Matthew
    Dainauskas, John
    Meyer, Peter
    Goldin, Marshall
    Feinstein, Steven B.
    [J]. VASCULAR MEDICINE, 2007, 12 (04) : 291 - 297
  • [28] Hypoxia, hypoxia-inducible transcription factor, and macrophages in human atherosclerotic plaques are correlated with intraplaque angiogenesis
    Sluimer, Judith C.
    Gasc, Jean-Marie
    van Wanroij, Job L.
    Kisters, Natasja
    Groeneweg, Mathijs
    Gelpke, Maarten D. Sollewijn
    Cleutjens, Jack P.
    van den Akker, Luc H.
    Corvol, Pierre
    Wouters, Bradly G.
    Daemen, Mat J.
    Bijnens, Ann-Pascale J.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2008, 51 (13) : 1258 - 1265
  • [29] Novel concepts in atherogenesis: angiogenesis and hypoxia in atherosclerosis
    Sluimer, Judith C.
    Daemen, Mat J.
    [J]. JOURNAL OF PATHOLOGY, 2009, 218 (01) : 7 - 29
  • [30] Use of carotid ultrasound to identify subclinical vascular disease and evaluate cardiovascular disease risk: A consensus statement from the American society of echocardiography carotid intima-media thickness task force endorsed by the society for vascular medicine
    Stein, James H.
    Korcarz, Claudia E.
    Hurst, R. Todd
    Lonn, Eva
    Kendall, Christopher B.
    Mohler, Emile R.
    Najjar, Samcr S.
    Rembold, Christopher M.
    Post, Wendy S.
    [J]. JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY, 2008, 21 (02) : 93 - 111