Automated tracking of the mitral valve annulus motion in apical echocardiographic images using multidimensional dynamic programming

被引:27
作者
Nevo, Shelly T.
Van Stralen, Marijn
Vossepoel, Albert M.
Reiber, Johan H. C.
de Jong, Nico
van der Steen, Antonius F. W.
Bosch, Johan G.
机构
[1] Erasmus MC, Ctr Thorax, NL-3000 CA Rotterdam, Netherlands
[2] Delft Univ Technol, Fac Sci Appl, Quantitat Imaging Grp, Delft, Netherlands
[3] Leiden Univ, Med Ctr, Dept Radiol, Div Image Proc, Leiden, Netherlands
[4] Interuniv Cardiol Inst Netherlands, ICIN, Utrecht, Netherlands
[5] Erasmus MC, Biomed Imaging Grp, BIGR, Rotterdam, Netherlands
关键词
dynamic programming; block matching; echocardiography; mitral valve; feature tracking;
D O I
10.1016/j.ultrasmedbio.2007.03.007
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
We developed a semiautomatic method for tracking the mitral valve annulus (MVA) in echocardiographic images, in particular, tracking the septal and the lateral mitral valve hinge points. The algorithm is based on multidimensional dynamic programming combined with apodized block matching. The method was tested on single-beat apical four chamber image sequences of 20 patients with acute myocardial infarction. The automated tracking results were evaluated by comparing them with the average manual tracking results of two experts. The mitral valve hinge point displacements and the total mitral excursions obtained by the automatic technique agreed well with those obtained manually and outperformed two commonly used tracking methods (forward tracking and minimum tracking). In conclusion, this novel semiautomatic tracking method is clinically valuable and capable of tracking the MVA motion within the limits of interobserver variability. The technique is robust, even in low frame rate, redigitized VCR images of clinical quality. (E-mail: S.T.Nevo@Student.TUDeIft.NL) (c) 2007 World Federation for Ultrasound in Medicine & Biology.
引用
收藏
页码:1389 / 1399
页数:11
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