Clinical Feasibility of 3D Automated Coronary Atherosclerotic Plaque Quantification Algorithm on Coronary Computed Tomography Angiography: Comparison with Intravascular Ultrasound

被引:97
|
作者
Park, Hyung-Bok [1 ,2 ]
Lee, Byoung Kwon [3 ]
Shin, Sanghoon [1 ,4 ]
Heo, Ran [1 ,5 ]
Arsanjani, Reza [6 ,7 ]
Kitslaar, Pieter H. [8 ,9 ]
Broersen, Alexander [8 ]
Dijkstra, Jouke [8 ]
Ahn, Sung Gyun [10 ]
Min, James K. [11 ]
Chang, Hyuk-Jae [1 ,5 ]
Hong, Myeong-Ki [5 ]
Jang, Yangsoo [5 ]
Chung, Namsik [1 ,5 ]
机构
[1] Yonsei Univ Hlth Syst, Yonsei Cedar Sinai Integrat Cardiovasc Imaging Re, Seoul 120752, South Korea
[2] Myongji Hosp, Div Cardiol, Ctr Cardiovasc, Goyang, South Korea
[3] Yonsei Univ, Coll Med, Gangnam Severance Hosp, Div Cardiol, Seoul, South Korea
[4] Natl Hlth Insurance Corp Ilsan Hosp, Div Cardiol, Goyang, South Korea
[5] Yonsei Univ Hlth Syst, Div Cardiol, Severance Cardiovasc Hosp, Seoul 120752, South Korea
[6] Cedars Sinai Med Ctr, Cedars Sinai Heart Inst, Dept Imaging, Los Angeles, CA 90048 USA
[7] Cedars Sinai Med Ctr, Cedars Sinai Heart Inst, Dept Med, Los Angeles, CA 90048 USA
[8] Leiden Univ, Med Ctr, Dept Radiol, Div Image Proc, Leiden, Netherlands
[9] Medis Med Imaging Syst BV, Leiden, Netherlands
[10] Yonsei Univ, Wonju Severance Christian Hosp, Div Cardiol, Wonju, South Korea
[11] New York Presbyterian Hosp, Weill Cornell Med Coll, Inst Cardiovasc Imaging, New York, NY USA
基金
新加坡国家研究基金会;
关键词
Coronary atherosclerotic plaque; Coronary computed tomography angiography; Automatic quantification; Plaque volume; Intravascular ultrasound; ACUTE CHEST-PAIN; LESIONS; CT; ACCURACY; STENOSIS; TRIAL;
D O I
10.1007/s00330-015-3698-z
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
To evaluate the diagnostic performance of automated coronary atherosclerotic plaque quantification (QCT) by different users (expert/non-expert/automatic). One hundred fifty coronary artery segments from 142 patients who underwent coronary computed tomography angiography (CCTA) and intravascular ultrasound (IVUS) were analyzed. Minimal lumen area (MLA), maximal lumen area stenosis percentage (%AS), mean plaque burden percentage (%PB), and plaque volume were measured semi-automatically by expert, non-expert, and fully automatic QCT analyses, and then compared to IVUS. Between IVUS and expert QCT analysis, the correlation coefficients (r) for the MLA, %AS, %PB, and plaque volume were excellent: 0.89 (p < 0.001), 0.84 (p < 0.001), 0.91 (p < 0.001), and 0.94 (p < 0.001), respectively. There were no significant differences in the mean parameters (all p values > 0.05) except %AS (p = 0.01). The automatic QCT analysis showed comparable performance to non-expert QCT analysis, showing correlation coefficients (r) of the MLA (0.80 vs. 0.82), %AS (0.82 vs. 0.80), %PB (0.84 vs. 0.73), and plaque volume (0.84 vs. 0.79) when they were compared to IVUS, respectively. Fully automatic QCT analysis showed clinical utility compared with IVUS, as well as a compelling performance when compared with semiautomatic analyses. Coronary CTA enables the assessment of coronary atherosclerotic plaque. High-risk plaque characteristics and overall plaque burden can predict future cardiac events. Coronary atherosclerotic plaque quantification is currently unfeasible in practice. Quantitative computed tomography coronary plaque analysis software (QCT) enables feasible plaque quantification. Fully automatic QCT analysis shows excellent performance.
引用
收藏
页码:3073 / 3083
页数:11
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