DocumentCode :
1401033
Title :
Numerical Methods and Workstation for the Quantitative Analysis of Real-Time Myocardial Contrast Echocardiography
Author :
Sun, Feng-rong ; Zhang, Ming-qiang ; Jia, Xiao-bo ; Wang, Xiao-jing ; Yao, Gui-hua ; Zhang, Yun
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
Volume :
14
Issue :
5
fYear :
2010
Firstpage :
1204
Lastpage :
1210
Abstract :
Using the quantitative analysis of real-time myocardial contrast echocardiography (RT MCE), clinicians can assess the myocardial perfusion of patients, noninvasively and accurately. We designed a workstation to assist clinicians to automatically implement the accurate analysis of RT MCE. The workstation can compute some hemodynamic parameters of myocardial microcirculation, e.g., myocardial blood flow, myocardial blood flow mean velocity, and myocardial blood volume. Our new methods involved in the quantitative analysis of RT MCE are summarized as follows. 1) A novel orthogonal array optimization (OAO) technique was proposed and used to estimate the unknown parameters of the nonlinear model to guarantee numerical stability. 2) Brox´s coarse-to-fine warping optical flow technique was employed to automatically track the region of interest located inside the myocardial area to ensure the accuracy of the quantitative analysis. Finally, we illustrate some examples of clinical studies to indicate the effectiveness of the system and the reliability of the methods.
Keywords :
echocardiography; haemodynamics; haemorheology; optimisation; Brox coarse-to-fine warping optical flow technique; hemodynamic parameters; myocardial area; myocardial blood flow; myocardial blood flow mean velocity; myocardial microcirculation; myocardial perfusion; nonlinear model; orthogonal array optimization technique; real-time myocardial contrast echocardiography quantitative analysis; Myocardial contrast echocardiography (MCE); nonlinear regression analysis; optical flow; orthogonal array optimization (OAO); workstation; Algorithms; Animals; Contrast Media; Dogs; Echocardiography; Heart; Hemodynamics; Image Processing, Computer-Assisted; Male; Microbubbles; Nonlinear Dynamics; Regression Analysis;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2010.2040395
Filename :
5404352
Link To Document :
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