Calcification Boundary Detection in Coronary Artery Using Intravascular Ultrasound Images

被引:0
作者
Sofian, Hannah [1 ,2 ]
Ng, Andrew [1 ]
Than, Joel [1 ]
Mohamad, Suraya [3 ]
Noor, Norliza Mohd [1 ]
机构
[1] Univ Teknol Malaysia, UTM Razak Sch Engn & Adv Technol, Kuala Lumpur, Malaysia
[2] UniKL MIIT Univ Kuala Lumpur, Kuala Lumpur, Malaysia
[3] Univ Kuala Lumpur, UniKL BMI, Kuala Lumpur, Malaysia
来源
TENCON 2017 - 2017 IEEE REGION 10 CONFERENCE | 2017年
关键词
Calcification Boundary Detection; Intravascular Ultrasound; Coronary Artery; Otsu Thresholding; SEGMENTATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we proposed a novel procedure to detect the calcification boundary and measure the calcification area in the tunica media coronary artery using an intravascular ultrasound image (IVUS). The calcification of interest is near the tunica intima region. This study used an Otsu threshold, a morphological operation and an empirical threshold in detecting the contour of the calcification, and hence the boundary. The data used in this study are from Training Set B of the MICCAI 2011 Challenge. The proposed method used is straightforward and easy to implement and obtained of 82% accuracy, 80% sensitivity and 84% specificity.
引用
收藏
页码:2835 / 2839
页数:5
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