Reproducibility of IVUS border detection for carotid atherosclerotic plaque assessment

被引:9
作者
Siewiorek, Gail M. [2 ]
Loghmanpour, Natasha A. [2 ]
Winston, Brion M. [3 ]
Wholey, Mark H. [4 ]
Finol, Ender A. [1 ]
机构
[1] Univ Texas San Antonio, Dept Biomed Engn, San Antonio, TX 78249 USA
[2] Carnegie Mellon Univ, Dept Biomed Engn, Pittsburgh, PA 15213 USA
[3] Reg Heart Doctors & Black Hills Cardiovasc Res, Rapid City, SD USA
[4] Univ Pittsburgh, Sch Med, Cardiovasc Inst, Pittsburgh, PA USA
基金
美国安德鲁·梅隆基金会;
关键词
Intravascular ultrasound; Virtual histology; Plaque; Carotid artery stenting; Reproducibility; Inter-observer variability; HISTOLOGY-INTRAVASCULAR ULTRASOUND; ANGIOPLASTY; UTILITY; LESIONS; VIVO;
D O I
10.1016/j.medengphy.2011.09.013
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Plaque composition is a potentially important diagnostic feature for carotid artery stenting (CAS). The purpose of this investigation is to evaluate the reproducibility of manual border correction in intravascular ultrasound with virtual histology (VH IVUS) images. Three images each were obtained from 51 CAS datasets on which automatic border detection was corrected manually by two trained observers. Plaque was classified using the definitions from the CAPITAL (Carotid Artery Plaque Virtual Histology Evaluation) study, listed in order from least to most pathological: no plaque, pathological intimal thickening, fibroatheroma, fibrocalcific, calcified fibroatheroma, thin-cap fibroatheroma, and calcified thin-cap fibroatheroma. Inter-observer variability was quantified using both weighted and unweighted Kappa statistics. Bland-Altman analysis was used to compare the cross-sectional areas of the vessel and lumen. Agreement using necrotic core percentage as the criterion was evaluated using the unweighted Kappa statistic. Agreement between classifications of plaque type was evaluated using the weighted Kappa statistic. There was substantial agreement between the observers based on necrotic core percentage (kappa = 0.63), while the agreement was moderate (kappa(quadratic) = 0.60) based on plaque classification. Due to the time-consuming nature of manual border detection, an improved automatic border detection algorithm is necessary for using VH IVUS as a diagnostic tool for assessing the suitability of patients with carotid artery occlusive disease for CAS. (C) 2011 IPEM. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:702 / 708
页数:7
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