Multi-frame radial basis functions to combine shape and speckle tracking for cardiac deformation analysis in echocardiography

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6666 LNCS, Issue , 2011, Pages 113-120

  Compas, Colin B ^a   Lin, Ben A ^b   Sampath, Smita ^a,c   Jia, Congxian ^d   Wei, Qifeng ^e   Sinusas, Albert J ^b,c   Duncan, James S ^a,c  

^a Yale University   (United States)

^b YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c YALE UNIVERSITY   (United States)

^d UNIVERSITY OF MICHIGAN   (United States)

^e PHILIPS HEALTHCARE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIAC DEFORMATION; CARDIAC FUNCTIONS; GOOD CORRELATIONS; HEART MOTION; LEFT VENTRICULAR MOTION; MULTI-FRAME; MYOCARDIAL INFARCTION; NON-INVASIVE; QUANTITATIVE ANALYSIS; RADIAL BASIS FUNCTIONS; RADIAL STRAINS; REAL TIME IMAGES; SHAPE TRACKING; SPECKLE TRACKING; STRAIN VALUES; TAGGED MRI; ULTRASOUND DATA;

ANIMALS; DEFORMATION; ECHOCARDIOGRAPHY; RADIAL BASIS FUNCTION NETWORKS; SPECKLE;

HEART;

EID: 79957655113     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21028-0_14     Document Type: Conference Paper

References (14)

1. Paragios, N.: A level set approach for shape-driven segmentation and tracking of the left ventricle. IEEE Transactions on Medical Imaging 22(6), 773-776 (2003)
2. Yan, P., Lin, N., Sinusas, A.J., Duncan, J.S.: A boundary element-based approach to analysis of LV deformation. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3749, pp. 778-785. Springer, Heidelberg (2005) (Pubitemid 43828321)
3. Lubinski, M., Emelianov, S., O'Donnell, M.: Speckle tracking methods for ultrasonic elasticity imaging using short-time correlation. IEEE Trans. Sonics 46(1), 82-96 (1999)
4. Yu, W., Yan, P., Sinusas, A.J., Thiele, K., Duncan, J.S.: Towards pointwise motion tracking in echocardiographic image sequences-comparing the reliability of different features for speckle tracking. Medical Image Analysis 10(4), 495-508 (2006) (Pubitemid 44161147)
5. Schaback, R.: Creating surfaces from scattered data using radial basis functions. Mathematical Methods for Curves and Surfaces, 477-496 (1995)
6. Morse, B., Yoo, T., Rheingans, P., Chen, D., Subramanian, K.: Interpolating implicit surfaces from scattered surface data using compactly supported radial basis functions. In: Proceedings International Conference on Shape Modeling and Applications, pp. 89-98 (2001)
7. Rohde, G.K., Aldroubi, A., Dawant, B.M.: The adaptive bases algorithm for intensity-based nonrigid image registration. IEEE Transactions on Medical Imaging 22(11), 1470-1479 (2003)
8. Duan, Q., Herz, S., Ingrassia, C., Costa, K., Holmes, J., Laine, A., Angelini, E., Gerard, O., Homma, S.: Dynamic cardiac information from optical flow using four dimensional ultrasound. IEEE Engineering in Medicine and Biology Society 4, 4465-4468 (2005) (Pubitemid 46229932)
9. Bistoquet, A., Oshinski, J., Skrinjar, O.: Myocardial deformation recovery from cine MRI using a nearly incompressible biventricular model. Medical Image Analysis 12(1), 69-85 (2008)
10. Lin, N., Papademetris, X., Sinusas, A.J., Duncan, J.S.: Analysis of left ventricular motion using a general robust point matching algorithm. In: Ellis, R.E., Peters, T.M. (eds.) MICCAI 2003. LNCS, vol. 2878, pp. 556-563. Springer, Heidelberg (2003)
11. Kaluzynski, K., Chen, X., Emelianov, S.Y., Skovoroda, R., O'Donnell, M.: Strain rate imaging using two-dimensional speckle tracking. IEEE Trans. Sonics 48(4), 1111-1123 (2001) (Pubitemid 32742822)
12. Buhmann, M.: Radial Basis Functions: Theory and Implemetations. Cambridge University Press, Cambridge (2003)
13. Young, A., Hitoshi, I., Chang, C.N., Axel, L.: Two-dimensional left ventricular deformation during systole using magnetic resonance imaging with spatial modulation of magnetization. Circulation 89(2), 740-752 (1994) (Pubitemid 24056202)
14. Osman, N.F., Prince, J.L.: Visualizing myocardial function using HARP MRI. Physics in Medicine and Biology 45(6), 1665-1682 (2000) (Pubitemid 30408925)