Validation of right coronary artery lumen area from cardiac computed tomography against intravascular ultrasound

被引:10
|
作者
Cui, Hengfei [1 ,2 ]
Xia, Yong [1 ,2 ]
Zhang, Yanning [1 ]
Zhong, Liang [3 ]
机构
[1] Northwestern Polytech Univ, Natl Engn Lab Integrated Aerosp Ground Ocean Big, Sch Engn & Comp Sci, Xian 710072, Shaanxi, Peoples R China
[2] Northwestern Polytech Univ, CMCC, Sch Engn & Comp Sci, Xian 710072, Shaanxi, Peoples R China
[3] Natl Heart Ctr Singapore, 5 Hosp Dr, Singapore 169609, Singapore
基金
中国博士后科学基金; 中国国家自然科学基金; 英国医学研究理事会;
关键词
Coronary artery segmentation; Centerline; Lumen area; Stenosis; VESSEL ENHANCING DIFFUSION; TUBULAR STRUCTURES; CT ANGIOGRAPHY; IMAGES; QUANTIFICATION; SEGMENTATION; STENOSIS; ALGORITHMS; DISEASE;
D O I
10.1007/s00138-018-0978-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Quantification of coronary artery disease (CAD) from cardiac computed tomography angiography (CTA) is important both structurally (lumen area stenosis) and functionally (combined with computational fluid dynamics to determine fractional flow reserve) for assessment of ischemic stenosis and to guide treatment. Hence, it is important to have CTA image processing technique for segmentation and reconstruction of coronary arteries. In this study, we developed segmentation and reconstruction techniques, based on fast marching and Runge-Kutta methods for centerline extraction, and surface mesh generation. The accuracy of the reconstructed models was validated with direct intravascular ultrasound (IVUS) measurements in 1950 cross sections within 4 arteries. High correlation was found between CTA and IVUS measurements for lumen areas (r = 0.993, p < 0.001). Receiver-operating characteristic (ROC) curves showed excellent accuracies for detection of different cutoff values of cross-lumen area (5 mm2, 6 mm2, 7 mm2 and 8 mm2, all ROC values > 0.99). We conclude that our technique has sufficient accuracy for quantifying coronary lumen area. The accuracy and efficiency demonstrated that our approach can facilitate quantitative evaluation of coronary stenosis and potentially help in real-time assessment of CAD.
引用
收藏
页码:1287 / 1298
页数:12
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