A combined shape tracking and speckle tracking approach for 4D deformation analysis in echocardiography

Proceedings - International Symposium on Biomedical Imaging

Volumn , Issue , 2012, Pages 458-461

  Compas, Colin B ^a   Wong, Emily Y ^d   Huang, Xiaojie ^a   Sampath, Smita ^b   Lin, Ben A ^c   Papademetris, Xenophon ^a,b   Thiele, Karl ^e   Dione, Donald P ^c   Sinusas, Albert J ^c   O'Donnell, Mathew ^d   Duncan, James S ^a,b  

^a Yale University   (United States)

^b YALE UNIVERSITY   (United States)

^c YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^d University of Washington   (United States)

^e PHILIPS HEALTHCARE   (United States)

Author keywords

4D Ultrasound; Cardiac Strain; Echocardiography; Motion Tracking; Radial Basis Functions

Indexed keywords

BOUNDARY DISPLACEMENTS; CARDIAC DEFORMATION; CARDIAC MOTION; CARDIAC STRAIN; DEFORMATION ANALYSIS; DISPLACEMENT VALUE; GOOD CORRELATIONS; HIGH TEMPORAL RESOLUTION; LEFT VENTRICULAR FUNCTION; MOTION TRACKING; NONINVASIVE METHODS; RADIAL BASIS FUNCTIONS; RADIAL STRAINS; SHAPE TRACKING; SPECKLE TRACKING; TAGGED DATA;

DEFORMATION; HEART; MEDICAL IMAGING; NONINVASIVE MEDICAL PROCEDURES; RADIAL BASIS FUNCTION NETWORKS; SPECKLE; STRAIN; ULTRASONICS;

ECHOCARDIOGRAPHY;

EID: 84864851792     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2012.6235583     Document Type: Conference Paper

References (14)

1. P. Shi, A. J. Sinusas, R. T. Constable, E. Ritman, and J. S. Duncan, "Point-tracked quantitative analysis of left ventricular surface motion from 3-D image sequences.," IEEE Transactions on Medical Imaging, vol. 19, no. 1, pp. 36-50, Jan. 2000.
2. X. Chen, H. Xie, R. Erkamp, K. Kim, C. Jia, J.M. Rubin, and M. ODonnell, "3-d correlation-based speckle tracking," Ultrasonic Imaging, vol. 27, pp. 21-36, 2005.
3. C.B. Compas, B.A. Lin, S. Sampath, A.J. Sinusas, and J.S. Duncan, "Combining shape and speckle tracking for deformation analysis in echocardiography using radial basis functions," in Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on, 30 2011-april 2 2011, pp. 1322 -1325.
4. Colin Compas, Ben Lin, Smita Sampath, Congxian Jia, Qifeng Wei, Albert Sinusas, and James Duncan, "Multi-frame radial basis functions to combine shape and speckle tracking for cardiac deformation analysis in echocardiography," in Functional Imaging and Modeling of the Heart, vol. 6666 of Lecture Notes in Computer Science, pp. 113-120. Springer Berlin / Heidelberg, 2011.
5. C.B. Compas, B.A. Lin, S. Sampath, Lingyun Huang, Qifeng Wei, A.J. Sinusas, and J.S. Duncan, "Comparing shape tracking, speckle tracking, and a combined method for deformation analysis in echocardiography," in Healthcare Informatics, Imaging and Systems Biology (HISB), 2011 First IEEE International Conference on, july 2011, pp. 120 -125.
6. X. Huang, B.A. Lin, C.B. Compas, A.J. Sinusas, L.H. Staib, and J.S. Duncan, "Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation," Mathematical Methods in Biomedical Image Analysis, 2012.
7. C. Jia, P. Yan, A.J. Sinusas, D. P. Dione, B.A. Lin, Q. Wei, K. Thiele, J. Theodore, J.M. Rubin, L. Huang, J.S. Duncan, and M. Donnell, O'Donnell, "3D elasticity imaging using principal stretches on an open-chest dog heart," Proceedings of the 2010 IEEE Ultrasonics Symposium, vol. c, pp. 583-586, 2010.
8. R. Schaback, "Creating surfaces from scattered data using radial basis functions," Mathematical Methods for Curves and Surfaces, pp. 477-496, 1995.
9. G.K. Rohde, A. Aldroubi, and B.M. Dawant, "The adaptive bases algorithm for intensity-based nonrigid image registration.," IEEE Transactions on Medical Imaging, vol. 22, no. 11, pp. 1470-9, Nov. 2003.
10. Q. Duan, S. Herz, C. Ingrassia, K. Costa, J. Holmes, A. Laine, E. Angelini, O. Gerard, and S. Homma, "Dynamic cardiac information from optical flow using four dimensional ultrasound.," vol. 4, pp. 4465-8, Jan. 2005.
11. A. Bistoquet, J. Oshinski, and O. Skrinjar, "Myocardial deformation recovery from cine MRI using a nearly incompressible biventricular model.," Medical Image Analysis, vol. 12, no. 1, pp. 69-85, Feb. 2008.
12. P. Yan, N. Lin, A.J. Sinusas, and J.S. Duncan, "A boundary element-based approach to analysis of lv deformation," International Conference on Medical Image Computing and Computer-Assisted Intervention, vol. 8, no. Pt 1, pp. 778-85, Jan. 2005.
13. A.A. Young, C.N. Chang, and L. Axel, "Two-dimensional left ventricular deformation during systole using magnetic resonance imaging with spatial modulation of magnetization.," Circulation, vol. 89, no. 2, pp. 740-52, Feb. 1994.
14. N.F. Osman and J.L. Prince, "Visualizing myocardial function using HARP MRI.," Physics in Medicine and Biology, vol. 45, no. 6, pp. 1665-82, June 2000.