Automated versus manual in vivo segmentation of carotid plaque MRI

American Journal of Neuroradiology

Volumn 33, Issue 8, 2012, Pages 1621-1627

  Van 't Klooster, R ^a   Naggara, O ^b   Marsico, R ^b   Reiber, J H C ^a   Meder, J F ^b   Van Der Geest, R J ^a   Touze E ^b   Oppenheim, C ^b  

^a LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^b UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CALCIUM; LIPID;

AGED; ARTERY CALCIFICATION; ARTERY WALL; ARTICLE; BLEEDING; CAROTID ARTERY OBSTRUCTION; CAROTID ATHEROSCLEROSIS; CORRELATION COEFFICIENT; FEMALE; HUMAN; IMAGE ANALYSIS; MAJOR CLINICAL STUDY; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PROGNOSIS;

AGED; CAROTID STENOSIS; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; PLAQUE, ATHEROSCLEROTIC;

EID: 84866423443     PISSN: 01956108     EISSN: 1936959X     Source Type: Journal    
DOI: 10.3174/ajnr.A3028     Document Type: Article

References (24)

1. Takaya N, Yuan C, Chu B, et al. Association between carotid plaque characteristics and subsequent ischemic cerebrovascular events: a prospective assessment with MRI-initial results. Stroke 2006;37:818-23 (Pubitemid 43731915)
2. Oppenheim C, Touze E, Leclerc X, et al. High resolution MRI of carotid atherosclerosis: looking beyond the arterial lumen. J Radiol 2008;89:293-301 (Pubitemid 351838024)
3. Takaya N, Yuan C, Chu B, et al. Presence of intraplaque hemorrhage stimulates progression of carotid atherosclerotic plaques: a high-resolution magnetic resonance imaging study. Circulation 2005;111:2768-75 (Pubitemid 40791548)
4. Coombs BD, Rapp JH, Ursell PC, et al. Structure of plaque at carotid bifurcation: high-resolution MRI with histological correlation. Stroke 2001;32:2516-21 (Pubitemid 33055299)
5. Yuan C, Mitsumori LM, Ferguson MS, et al. In vivo accuracy of multispectral magnetic resonance imaging for identifying lipid-rich necrotic cores and intraplaque hemorrhage in advanced human carotid plaques. Circulation 2001;104:2051-56 (Pubitemid 33027045)
6. Saam T, Ferguson MS, Yarnykh VL, et al. Quantitative evaluation of carotid plaque composition by in vivo MRI. Arterioscler Thromb Vasc Biol 2005;25:234-39 (Pubitemid 40054282)
7. Touzé E, Toussaint JF, Coste J, et al. Reproducibility of high-resolution MRI for the identification and the quantification of carotid atherosclerotic plaque components: consequences for prognosis studies and therapeutic trials. Stroke 2007;38:1812-19 (Pubitemid 46847252)
8. Kerwin WS, Liu F, Yarnykh V, et al. Signal features of the atherosclerotic plaque at 3.0 Tesla versus 1.5 Tesla: impact on automatic classification. J Magn Reson Imaging 2008;28:987-95
9. Hofman JM, Branderhorst WJ, ten Eikelder HM, et al. Quantification of atherosclerotic plaque components using in vivo MRI and supervised classifiers. Magn Reson Med 2006;55:790-99
10. Clarke SE, Hammond RR, Mitchell JR, et al. Quantitative assessment of carotid plaque composition using multicontrast MRI and registered histology. Magn Reson Med 2003;50:1199-208 (Pubitemid 37494020)
11. Liu F, Xu D, Ferguson MS, et al. Automated in vivo segmentation of carotid plaque MRI with morphology-enhanced probability maps. Magn Reson Med 2006;55:659-68 (Pubitemid 43352566)
12. Toussaint JF, Southern JF, Fuster V, et al. T2 contrast forNMRcharacterization of human atherosclerosis. Arterioscl Thromb and Vasc Biol 1995;15:1533-42
13. Duin R, Juszczak P, Paclik P, et al. PRTools, a Matlab toolbox for pattern recognition. In Delft University of Technology 2007, http://prtools.org
14. Landis J, Koch G. The measurement of observer agreement for categorical data. Biometrics 1977;33:159-74 (Pubitemid 8054849)
15. Bland J, Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986;1:307-10 (Pubitemid 16134762)
16. Wasserman BA, Wityk RJ, Trout HH, et al. Low-grade carotid stenosis: looking beyond the lumen with MRI. Stroke 2005;36:2504-13 (Pubitemid 41566989)
17. Chu B, Kampschulte A, Ferguson MS, et al. Hemorrhage in the atherosclerotic carotid plaque: a high-resolution MRI study. Stroke 2004;35:1079-84 (Pubitemid 38543521)
18. Crewson PE. Reader agreement studies. AJR Am J Roentgenol 2005;184:1391-97 (Pubitemid 43821805)
19. Yuan C, Mitsumori LM, Beach KW, et al. Carotid atherosclerotic plaque: noninvasive MR characterization and identification of vulnerable lesions. Radiology 2001;221:285-99 (Pubitemid 33043408)
20. Hunt JL, Fairman R, Mitchell ME, et al. Bone formation in carotid plaques: a clinicopathological study. Stroke 2002;33:1214-19 (Pubitemid 34517038)
21. Wolf R, Wehrli S, Popescu A, et al. Mineral volume and morphology in carotid plaque specimens using high-resolution MRI and CT. Arterioscler Thromb Vasc Biol 2005;25:1729-35 (Pubitemid 41098948)
22. Cai J, Hatsukami TS, Ferguson MS, et al. In vivo quantitative measurement of intact fibrous cap and lipid-rich necrotic core size in atherosclerotic carotid plaque: comparison of high-resolution, contrast-enhanced magnetic resonance imaging and histology. Circulation 2005;112:3437-44 (Pubitemid 43739559)
23. Kerwin W, Xu D, Liu F, et al. Magnetic resonance imaging of carotid atherosclerosis: plaque analysis. Top Magn Reson Imaging 2007;18:371-78 (Pubitemid 350145117)
24. Adame IM, van der Geest RJ, Wasserman BA, et al. Automatic segmentation and plaque characterization in atherosclerotic carotid artery MR images. Magma 2004;16:227-34 (Pubitemid 39193172)