一种冠状动脉内OCT图像自动检测管腔的新方法

Hadi Soltanizadeh, Setareh Rezaee Oshterinan
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引用次数: 0

摘要

冠状动脉内光学相干断层扫描(OCT)是一种基于导管的医学成像技术,可提供冠状动脉腔结构的高分辨率成像。然而,这些图像在回拉过程中受到导管和支架阴影的影响。为了克服这一问题,我们提出了一种利用模糊系统自动检测腔体边界的新方法。首先将OCT图像映射到归一化极化OCT (NPOCT)空间,然后通过图像处理方法估计原始腔体边界。然后用模糊系统精确地检测出腔体边界。最后将结果重新映射到OCT图像空间中。将该方法与人工流明检测(MLD)进行了比较,得到了HD和AD距离结果。
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A new method for automatic lumen detection in intracoronary OCT images
Intracoronary optical coherence tomography (OCT) is a catheter based medical imaging technique that provide high resolution imaging of coronary lumen structures. However these images affected by catheter and stents shadows during pullback procedure. In order to overcome this problem, we present a new approach to detect the lumen boundary automatically using fuzzy system. At the first, the OCT images are mapped into the normalized polar OCT (NPOCT) space, and then primal lumen boundary is estimated by image processing methods. Afterwards, lumen boundary is detected by a fuzzy system precisely. Finally the results are remapped into the OCT image space. The proposed approach is compared with manual lumen detection (MLD), and HD and AD distance results are obtained.
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