Cardiac disease recognition in echocardiograms using spatio-temporal statistical models

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 4784-4788

  Beymer, David ^a   Syeda Mahmood, Tanveer ^a  

^a IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

TEXTURES;

ACTIVE SHAPE MODEL; CARDIAC DISEASE; JOINT SPATIO-TEMPORAL; MOTION FEATURES; MOTION INFORMATION; SHAPE AND TEXTURES; SPATIO TEMPORAL; STATISTICAL MODELING;

HEART;

ALGORITHM; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; ECHOCARDIOGRAPHY; HEART; HEART DISEASE; HEART MUSCLE; HUMAN; KINETICS; METHODOLOGY; MOTION; PATHOLOGY; PATHOPHYSIOLOGY; REPRODUCIBILITY; STATISTICAL MODEL; THEORETICAL MODEL; TIME;

ALGORITHMS; DIAGNOSIS, COMPUTER-ASSISTED; ECHOCARDIOGRAPHY; HEART; HEART DISEASES; HUMANS; KINETICS; MODELS, STATISTICAL; MODELS, THEORETICAL; MOTION; MYOCARDIUM; REPRODUCIBILITY OF RESULTS; TIME FACTORS;

EID: 61849093723     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4650283     Document Type: Conference Paper

References (12)

1. J. Bosch, S. Mitchell, B. Lelieveldt, F. Nijland, O. Kamp, M. Sonka, and J. Reiber. Automatic segmentation of echocardiographic sequences by active appearance motion models. IEEE Transactions on Medical Imaging, 21(11):1374-1383, November 2002.
2. T. Cootes and C. Taylor. Using grey-level models to improve active shape model search. In International Conference on Pattern Recognition, volume 1, pages 63-67, 1994.
3. T. F. Cootes, C. J. Taylor, D. H. Cooper, and J. Graham. Active shape models-their training and application. Comput. Vis. Image Underst., 61(1):38-59, 1995.
4. I. Dydenko, F. Jamal, O. Bernard, J. D'hooge, I. E. Magnin, and D. Friboulet. A level set framework with a shape and motion prior for segmentation and region tracking in echocardiography. Medical Image Analysis, 10(2):162-177, 2006.
5. A. Montillo, D. N. Metaxas, and L. Axel. Automated model-based segmentation of the left and right ventricles in tagged cardiac MRI. In MICCAI, pages 507-515, 2003.
6. G. Nayler, N. Firmin, and D. Longmore. Blood flow imaging by cine magnetic resonance. J. Comp. Assist. Tomog., 10:715-722, 1986.
7. X. Papademetris, A. J. Sinusas, D. P. Dione, and J. Duncan. 3d cardiac deformation from ultrasound images. In MICCAI, pages 420-429, 1999.
8. N. J. Pelc. Myocardial motion analysis with phase contrast cine MRI. In Proceedings of the 10th Annual SMRM, 1991.
9. T. Syeda-Mahmood, F. Wang, D. Beymer, M. London, and R. Reddy. Characterizing spatio-temporal patterns for disease discrimination in cardiac echo videos. In MICCAI, pages 261-269, 2007.
10. T. Syeda-Mahmood and J. Yang. Characterizing normal and abnormal cardiac echo motion patterns. In Computers in Cardiology, pages 725-728, 2006.
11. A. Wong, P. Shi, H. Liu, and A. Sinusas. Joint analysis of heart geometry arid kinematics with spatiotemporal active region model. In EMBC, pages 762-765, 2003.
12. E. Zerhouni, D. Parish, W Rogers, A. Yang, and E. Shapiro. Human heart: Tagging with MR imaging - a method for noninvasive assessment of myocardial motion. Radiology, 169(1):59-63, 1988.