Automatic segmentation and 3D reconstruction of intravascular ultrasound images for Volumetric Quantitative Analysis of Tissue Characteristics of Coronary Plaques

M. Hamdi, Yosra Mlouhi
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Abstract

Pathology and autopsy studies have revealed that abrupt disruption of vulnerable atherosclerotic plaque is blamable for most acute coronary syndromes. These plaques are characterized by a thin fibrous cap and lipid-rich core with abundant inflammatory cells. Today, there is a strong need of new techniques for plaques characterization able to provide more comprehensive assessment of the atherosclerotic plaques based on Intravascular ultrasound (IVUS) which is a standard imaging modality allows tomographic imaging of coronary and peripheral arteries for identification of plaque formation. In same context, Conventional 3D IVUS techniques provide sub-optimal visualization. In this paper, we present an add-on technique for existing IVUS as an enhancement for vulnerable plaque visualization in order to provide a powerful tool to overcome the limited comprehensive information of 2D IVUS by volumetric 3D IVUS visualization.
血管内超声图像的自动分割和三维重建用于冠状动脉斑块组织特征的体积定量分析
病理学和尸检研究表明,易损动脉粥样硬化斑块的突然破坏是大多数急性冠状动脉综合征的罪魁祸首。这些斑块的特征是薄的纤维帽和富含脂质的核心和丰富的炎症细胞。如今,迫切需要新的斑块表征技术,能够基于血管内超声(IVUS)对动脉粥样硬化斑块进行更全面的评估,这是一种标准的成像方式,可以对冠状动脉和外周动脉进行断层成像,以识别斑块的形成。在相同的情况下,传统的3D IVUS技术提供了次优的可视化。在本文中,我们提出了一种现有IVUS的附加技术,作为易损斑块可视化的增强,以便通过体积三维IVUS可视化提供强大的工具来克服二维IVUS的有限综合信息。
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