Automated Measurement of Stent Strut Coverage in Intravascular Optical Coherence Tomography

被引:6
|
作者
Ahn, Chi Young [1 ]
Kim, Byeong-Keuk [2 ]
Hong, Myeong-Ki [2 ]
Jang, Yangsoo [2 ]
Heo, Jung [3 ]
Joo, Chulmin [3 ]
Seo, Jin Keun [4 ]
机构
[1] Natl Inst Math Sci, Taejon 305811, South Korea
[2] Severance Cardiovasc Hosp, Div Cardiol, Seoul 120752, South Korea
[3] Yonsei Univ, Sch Mech Engn, Seoul 120749, South Korea
[4] Yonsei Univ, Dept Computat Sci & Engn, Seoul 120749, South Korea
基金
新加坡国家研究基金会;
关键词
Optical coherence tomography; Stent struts; Automatic measurement; Second derivative; SEGMENTATION; MODEL;
D O I
10.3938/jkps.66.558
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Optical coherence tomography (OCT) is a non-invasive, cross-sectional imaging modality that has become a prominent imaging method in percutaneous intracoronary intervention. We present an automated detection algorithm for stent strut coordinates and coverage in OCT images. The algorithm for stent strut detection is composed of a coordinate transformation from the polar to the Cartesian domains and application of second derivative operators in the radial and the circumferential directions. Local region-based active contouring was employed to detect lumen boundaries. We applied the method to the OCT pullback images acquired from human patients in vivo to quantitatively measure stent strut coverage. The validation studies against manual expert assessments demonstrated high Pearson's coefficients (R = 0.99) in terms of the stent strut coordinates, with no significant bias. An averaged Hausdorff distance of < 120 mu m was obtained for vessel border detection. Quantitative comparison in stent strut to vessel wall distance found a bias of < 12.3 mu m and a 95% confidence of < 110 mu m.
引用
收藏
页码:558 / 570
页数:13
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