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Published in: Journal of Medical Systems 2/2011

01-04-2011 | Original Paper

Region of Interest Tracking in Real-Time Myocardial Contrast Echocardiography

Authors: Feng-rong Sun, Ming-qiang Zhang, Xiao-bo Jia, Xiao-jing Wang, Gui-hua Yao, Yun Zhang

Published in: Journal of Medical Systems | Issue 2/2011

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Abstract

The real-time myocardial contrast echocardiography (RT MCE) is a new echocardiography technology, which allows clinicians to noninvasively evaluate the perfusion of myocardial capillary of patients, using the quantitative analysis of RT MCE. But the accurate analysis requires tracking the position of region of interest (ROI) within the myocardial area, so as to compensate for the translation or rotation offsets, which are due to such uncontrollable factors as heart motion. We used diamond search method and Brox’s coarse-to-fine warping optical flow technique for this ROI tracking problem. We validated our methods by comparing the quantitative analysis results of RT MCE using our methods with those using Lucas & Kanade’s optical flow technique, which had been report to be accurate enough for this ROI tracking. We finally present some examples of animal experiment to show the effectiveness and the clinical application value of our ROI tracking methods.
Literature
1.
go back to reference Sanjiv, K., Myocardial contrast echocardiography: A 25-year retrospective. Circulation. 118:291–308, 2008.CrossRef Sanjiv, K., Myocardial contrast echocardiography: A 25-year retrospective. Circulation. 118:291–308, 2008.CrossRef
2.
go back to reference Jayaweera, A. R., Matthew, T. L., Sklenar, J., et al., Method for the quantification of myocardial perfusion during myocardial contrast twodimensional echocardiography. J. Am. Soc. Echocardiogr. 3:91–98, 1994. Jayaweera, A. R., Matthew, T. L., Sklenar, J., et al., Method for the quantification of myocardial perfusion during myocardial contrast twodimensional echocardiography. J. Am. Soc. Echocardiogr. 3:91–98, 1994.
3.
go back to reference Wei, K., Jayaweera, A. R., Firoozan, S., Linka, A., Skyba, D. M., and Kaul, S., Quantification of myocardial blood flow with ultrasound-induced destruction of microbubbles administered as a constant venous infusion. Circulation. 97:473–483, 1998. Wei, K., Jayaweera, A. R., Firoozan, S., Linka, A., Skyba, D. M., and Kaul, S., Quantification of myocardial blood flow with ultrasound-induced destruction of microbubbles administered as a constant venous infusion. Circulation. 97:473–483, 1998.
4.
go back to reference Wei, K., Ragosta, M., Thorpe, J., Coggins, M., Moos, S., and Kaul, S., Noninvasive quantification of coronary blood flow reserve in humans using myocardial contrast echocardiography. Circulation. 103:2560–2565, 2001. Wei, K., Ragosta, M., Thorpe, J., Coggins, M., Moos, S., and Kaul, S., Noninvasive quantification of coronary blood flow reserve in humans using myocardial contrast echocardiography. Circulation. 103:2560–2565, 2001.
7.
go back to reference Noble, J. A., Dawson, D., Lindner, J., Sklenar, J., and Kaul, S., Automated nonrigid alignment of clinical myocardial contrast echocardiography image sequences: Comparison with manual alignment. Ultrasound in Med. and Biol. 28:115–123, 2002.CrossRef Noble, J. A., Dawson, D., Lindner, J., Sklenar, J., and Kaul, S., Automated nonrigid alignment of clinical myocardial contrast echocardiography image sequences: Comparison with manual alignment. Ultrasound in Med. and Biol. 28:115–123, 2002.CrossRef
8.
go back to reference Malpica, N., Santos, A., Zuluaga, M. A., et al., Tracking of regions-of-interest in myocardial contrast echocardiography. Ultrasound in Med. and Biol. 30:303–309, 2004.CrossRef Malpica, N., Santos, A., Zuluaga, M. A., et al., Tracking of regions-of-interest in myocardial contrast echocardiography. Ultrasound in Med. and Biol. 30:303–309, 2004.CrossRef
9.
go back to reference Gao, H.-x., Statistics Computation. Peking University Press, 1995. Gao, H.-x., Statistics Computation. Peking University Press, 1995.
10.
go back to reference Lucas, B., and Kanade, T., An iterative image registration technique with an application to stereo vision. In: Proceedings DARPA IU Workshop. 21–130, 1981. Lucas, B., and Kanade, T., An iterative image registration technique with an application to stereo vision. In: Proceedings DARPA IU Workshop. 21–130, 1981.
11.
go back to reference Brox, T., Bruhn, A., Papenberg, N., et al., High accuracy optical flow estimation based on a theory for warping. Lecture Notes in Computer Science. 3024:25–36, 2004.CrossRef Brox, T., Bruhn, A., Papenberg, N., et al., High accuracy optical flow estimation based on a theory for warping. Lecture Notes in Computer Science. 3024:25–36, 2004.CrossRef
12.
go back to reference Zhu, S., and Ma, K. K., A new diamond search algorithm for fast block-matching motion estimation. IEEE Trans. Image Processing. 9:287–290, 2000.CrossRef Zhu, S., and Ma, K. K., A new diamond search algorithm for fast block-matching motion estimation. IEEE Trans. Image Processing. 9:287–290, 2000.CrossRef
13.
go back to reference Zhang, M.-q., Sun, F.-r., and Yao, G., Development of a new MCE-based quantitative analysis system for myocardial microcirculation. J. Biomed. Eng. 25(3):708–711, 2008. Zhang, M.-q., Sun, F.-r., and Yao, G., Development of a new MCE-based quantitative analysis system for myocardial microcirculation. J. Biomed. Eng. 25(3):708–711, 2008.
14.
go back to reference Yao, G.-h., Zhang, C., Sun, F.-r., Zhang, M., Zhao, Y.-x., Zhang, P.-f., Zhong, L., Ding, S.-f., Chen, W.-q., Li, X.-n., and Zhang, Y., Quantification of transmural gradient of blood flow in myocardial ischemia with real-time myocardial contrast echocardiography and dipyridamole stress test. Ultrasound in Medicine and Biology. 34(1):22–30, 2008.CrossRef Yao, G.-h., Zhang, C., Sun, F.-r., Zhang, M., Zhao, Y.-x., Zhang, P.-f., Zhong, L., Ding, S.-f., Chen, W.-q., Li, X.-n., and Zhang, Y., Quantification of transmural gradient of blood flow in myocardial ischemia with real-time myocardial contrast echocardiography and dipyridamole stress test. Ultrasound in Medicine and Biology. 34(1):22–30, 2008.CrossRef
15.
go back to reference So, H., Kim, J., Cho, W. K., and Kim, Y. S., Fast motion estimation using modified diamond search patterns. Electronics Letters. 41(2):62–63, 2005.CrossRef So, H., Kim, J., Cho, W. K., and Kim, Y. S., Fast motion estimation using modified diamond search patterns. Electronics Letters. 41(2):62–63, 2005.CrossRef
16.
go back to reference Press, W., Teukolsky, S., Vetterling, W., and Flannery, B., Numerical recipes: the art of scientific computing, 3rd edition. Cambridge University Press, Cambridge, 2007.MATH Press, W., Teukolsky, S., Vetterling, W., and Flannery, B., Numerical recipes: the art of scientific computing, 3rd edition. Cambridge University Press, Cambridge, 2007.MATH
Metadata
Title
Region of Interest Tracking in Real-Time Myocardial Contrast Echocardiography
Authors
Feng-rong Sun
Ming-qiang Zhang
Xiao-bo Jia
Xiao-jing Wang
Gui-hua Yao
Yun Zhang
Publication date
01-04-2011
Publisher
Springer US
Published in
Journal of Medical Systems / Issue 2/2011
Print ISSN: 0148-5598
Electronic ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-009-9353-y

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