DocumentCode :
1002846
Title :
A Two-Dimensional CVIB Imaging System with a Snake-Based Tracking Algorithm
Author :
Bai, Jing ; Liu, Ke ; Ying, Kui ; Jiang, Yong ; Zhang, Pengfei ; Lau, Jaclyn
Author_Institution :
Tsinghua Univ., Beijing
Volume :
54
Issue :
11
fYear :
2007
Firstpage :
2300
Lastpage :
2308
Abstract :
Quantitative ultrasound tissue characterization based on integrated backscatter (IB) has shown great potential in detecting myocardial ischemia. The magnitude of the cyclic variation in IB (CVIB) has recently been considered as one of the most promising parameters in assessing regional myocardial contractile performance. Our laboratory previously developed a novel ultrasonic fusion imaging method based on the CVIB. However, the major problem for clinical applications of this technique and other existing analytical methods based on IB is that the myocardial tissue can´t be traced effectively without the cardiologist´s intervention. In order to solve this problem, this paper presents a snake-based tracking algorithm to trace myocardial tissue automatically. A mathematical method is also introduced to extend the application of the snake model for detecting non-closed contours. The system developed in our previous research was redesigned to synchronize the radio frequency signal, the electrocardiographic signal, and the video signal, which allows verification of the system. Our results suggest that the system using the auto-tracking method increases the accuracy of detecting myocardial ischemia.
Keywords :
biological tissues; biomedical ultrasonics; diseases; electrocardiography; medical image processing; video signal processing; CVIB imaging system; autotracking; cyclic variation; electrocardiographic signal; integrated backscatter; myocardial ischemia; myocardial tissue; nonclosed contour detection; radiofrequency signal; regional myocardial contractile performance; snake-based tracking algorithm; two-dimensional imaging; ultrasonic fusion imaging; ultrasound tissue characterization; video signal; Backscatter; Cardiology; Frequency synchronization; Ischemic pain; Laboratories; Mathematical model; Myocardium; RF signals; Radio frequency; Ultrasonic imaging; Algorithms; Animals; Artificial Intelligence; Dogs; Equipment Design; Equipment Failure Analysis; Heart Ventricles; Image Enhancement; Image Interpretation, Computer-Assisted; Myocardial Contraction; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Ultrasonography;
fLanguage :
English
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-3010
Type :
jour
DOI :
10.1109/TUFFC.2007.534
Filename :
4399704
Link To Document :
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