An integrated automated analysis method for quantifying vessel stenosis and plaque burden from carotid MRI images - Combined postprocessing of MRA and vessel wall MR
被引:26
作者:
Adame, Isabel M.
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机构:Leiden Univ, Med Ctr, Div Image Proc, Dept Radiol,LKEB, NL-2300 RC Leiden, Netherlands
Adame, Isabel M.
de Koning, Patrick J. H.
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机构:Leiden Univ, Med Ctr, Div Image Proc, Dept Radiol,LKEB, NL-2300 RC Leiden, Netherlands
de Koning, Patrick J. H.
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机构:
Lelieveldt, Boudewijn P. F.
Wasserman, Bruce A.
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机构:Leiden Univ, Med Ctr, Div Image Proc, Dept Radiol,LKEB, NL-2300 RC Leiden, Netherlands
Wasserman, Bruce A.
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机构:
Reiber, Johan H. C.
van der Geest, Rob J.
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机构:Leiden Univ, Med Ctr, Div Image Proc, Dept Radiol,LKEB, NL-2300 RC Leiden, Netherlands
van der Geest, Rob J.
机构:
[1] Leiden Univ, Med Ctr, Div Image Proc, Dept Radiol,LKEB, NL-2300 RC Leiden, Netherlands
[2] Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
atherosclerosis;
carotid artery;
magnetic resonance angiography;
magnetic resonance imaging;
D O I:
10.1161/01.STR.0000231648.74198.f7
中图分类号:
R74 [神经病学与精神病学];
学科分类号:
摘要:
Background and Purpose-We report the evaluation of a semiautomated method for in vivo assessment of the severity of carotid atherosclerosis with minimal user interaction that combines 3-dimensional contrast-enhanced magnetic resonance angiography (CE-MRA) and vessel wall magnetic resonance imaging (MRI). Methods-Lumen and outer-wall contours were automatically detected, and stenosis and plaque burden were estimated. The method was tested on 22 subjects (352 postcontrast, T1-weighted cross sections and 3-dimensional CE-MRA). Results-We observed good correlation with expert contours: lumen and outer-wall area (r=0.96) and the degree of stenosis (r=0.97). Conclusions-The fusion of MRA and MRI reduces user interaction and improves contour detection, providing reproducible parameters to assess the severity of atherosclerosis.