Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy

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Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy

机译：血管膜分割和钙化位置在使用区域检测器和有效选择策略中的血管内超声图像

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Background and objective: Segmenting vessel membranes and locating the calcific region in intravascular ultrasound (IVUS) images aid physicians in the diagnosis of atherosclerosis. However, the manual extraction of the media adventitia (MA)/lumen border and calcification location are cumbersome due to the excessive number of IVUS frames. Moreover, most existing (semi-)automatic detection methods cannot achieve both vessel membrane extraction and calcification location simultaneously, and they are unable to detect vessel membranes in IVUS frames from different acquisition systems.

机译：背景和目的：分段血管膜，并在血管内超声（IVUS）中的钙化区域在动脉粥样硬化的诊断中的诊断中的图像辅助医生。然而，由于截止数量的IVUS框架，媒体外膜（MA）/腔边界和钙化位置的手动提取是麻烦的。此外，大多数现有（半）自动检测方法不能同时实现血管膜提取和钙化位置，并且它们不能检测来自不同采集系统的IVUS帧中的血管膜。

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《Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice》 |2020年第2020期|共13页
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正文语种 eng
中图分类计算技术、计算机技术;
关键词
Region detector; Selection strategy; Vessel membrane segmentation; Calcification location;

机译：区域探测器;选择策略;血管膜分割;钙化位置;

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1. Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy [J] . Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice . 2020,第期

机译：血管膜分割和钙化位置在使用区域检测器和有效选择策略中的血管内超声图像
2. Automatic segmentation of calcifications in intravascular ultrasound images using snakes and the contourlet transform. [J] . Zhang Q, Wang Y, Wang W, Ultrasound in Medicine and Biology . 2010,第1期

机译：使用蛇和Contourlet变换对血管内超声图像中的钙化进行自动分割。
3. Automatic segmentation and 3D reconstruction of intravascular ultrasound images for a fast preliminar evaluation of vessel pathologies. [J] . Sanz-Requena R, Moratal D, Garcia-Sanchez DR, Computerized Medical Imaging and Graphics: The Official Jounal of the Computerized Medical Imaging Society . 2007,第2期

机译：血管内超声图像的自动分割和3D重建，可快速初步评估血管病变。
4. Segmentation of Calcification Regions in Intravascular Ultrasound Images by Adaptive Thresholding [C] . dos Santos, E., Saijo, . 2006

机译：自适应阈值分割血管内超声图像中的钙化区域
5. Image segmentation and tissue characterization in intravascular ultrasound images. [D] . Zhang, Xiangmin. 1996

机译：血管内超声图像中的图像分割和组织表征。
6. Automatic segmentation of coronary lumen and external elastic membrane in intravascular ultrasound images using 8-layer U-Net [O] . Liang Dong, Wenbing Jiang, Wei Lu, 2021

机译：使用8层U-Net在血管内超声图像中的冠状动脉和外部弹性膜的自动分割
7. Segmentation of arterial walls in intravascular ultrasound cross-sectional images using extremal region selection [O] . Mehdi Faraji, Irene Cheng, Iris Naudin, 2018

机译：极端区域选择中血管内超声横截面图像中动脉壁的分割
8. Approche Stochastique de la Segmentation des Images: Un Modele de Coopertion Entre les Primitives de Regions et de Frontieres (Stochastic Approach of Image Segmentation: A Model of Cooperation Between Region Primitives and Boundar [R] . Bouakaz, S. 1987

机译：approche stochastique de la segmentation des Images：Un modele de Coopertion Entre les primitives de Regions et de Frontieres（图像分割的随机方法：区域基元与边界之间的合作模型）

Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy

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