Automated segmentation of the left and right ventricles in 4D cardiac SPAMM images

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

Volumn 2488, Issue , 2002, Pages 620-633

  Montillo, Albert ^a   Metaxas, Dimitris ^b   Axel, Leon ^c  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b RUTGERS UNIVERSITY   (United States)

^c NEW YORK UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLOOD; HEART; MEDICAL COMPUTING; MEDICAL IMAGING;

ACTIVE CONTOURS; AUTOMATED SEGMENTATION; FUZZY CONNECTEDNESS; GRADIENT VECTOR FLOW; INTENSITY VARIATIONS; RIGHT VENTRICLE; STATISTICAL THRESHOLDING; TEMPORAL SHAPE;

IMAGE SEGMENTATION;

EID: 84974658573     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45786-0_77     Document Type: Conference Paper

References (18)

1. L. Axel, L. Dougherty, “Heart wall motion: improved method of spatial modulation of magnetization for MR imaging”, Radiology, 172, 349-350
2. E. Zerhouni, D. Parish, W. Rogers, et al, “Human heart: tagging with MR imaging-a method for non-invasive assessment of myocardial motion”, Radiology, 169, 59-63
3. D. Kraitchman, A. Young, C. Chang, L. Axel, “Semi-automated tracking of myocardial motion in MR tagged images”, IEEE Transactions on Medical Imaging, 14, 422-433, 1995
4. Young, “Model Tags: Direct 3D tracking of heart wall motion from tagged magnetic resonance images” Medical Image Analysis. 3:361-372, 1999
5. T. Denney, “Estimation and Detection of Myocardial Tags in MR images without User Defined Myocardial Contours”, IEEE Transactions on Medical Imaging, 1999
6. N. Osman, W. Kerwin, E. McVeigh, and J. Prince, “Cardiac Motion Tracking Using CINE Harmonic Phase (HARP) Magnetic Resonance Imaging” Technical Report JHU/ECE 99-3, Electrical and Computer Eng., Johns Hopkins Univ.
7. W. Kerwin, N. Osman, J. Prince, “Ch 24: Image Processing and Analysis in Tagged Cardiac MRI”, Handbook of Medical Imaging: Processing and Analysis, Editor-in-chief I. Bankman, 2000
8. Y. Chen, A. Amini, “A MAP Framework for Tag Line Detection in SPAMM Data Using Markov Random Fields on the B-Spline Solid”, IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, Dec 2001
9. Haber, “Three-dimensional motion reconstruction and analysis of the right ventricle from planar tagged MRI”, Univ. of Penn. PhD Thesis, 2000
10. J. Park, D. Metaxas, A. Young, L. Axel, “Deformable models with Parameter Functions for Cardiac Motion Analysis” IEEE Transactions on Medical Imaging, Vol. 15, No 3, June 1996
11. J. Declerck, N. Ayache, E. McVeigh, “Use of a 4d Planispheric Transformation for the Tracking and Analysis of LV Motion with Tagged MR Images”, 1999
12. Ozturk C, E. McVeigh, “Four Dimensional B-spline Based Motion Analysis of Tagged Cardiac MR Images”, Proc. SPIE Medical Imaging 99, San Diego, CA, Feb 1999.
13. M. Guttman, J. Prince, E. McVeigh, “Tag and Contour Detection in Tagged MR Images of the Left Ventricle”, IEEE transactions on Medical Imaging, 13(1): 74-88, 1994
14. J. Goutsias, S. Batman, “Ch 4: Morphological Methods for Biomedical Image Analysis”, Editors M. Sonka, J Fitzpatrick, Handbook of Medical Imaging, Vol. 2. Medical Imaging Processing and Analysis, pp 255-263, SPIE, 2000
15. Y. Zhuge, J. Udupa, J. Liu, P. Saha, T. Iwanaga, “A Scale-Based Method for Correcting Background Intensity Variation in Acquired Images”, SPIE Proceedings, 2002
16. R. Dann, J. Hoford, S. Kovacic, M. Reivich, R. Bajcsy, “Evaluation of Elastic Matching System for Anatomic (CT, MR) and Functional (PET) Cerebral Images”, J. of Computer Assisted Tomography, 13(4) 603-611 July/August, 1989
17. M. Kass, A. Witkin, D. Terzopoulos, “Snakes: Active contour models”, International Journal of Computer Vision, 2:321-331, 1988
18. Xu, J. Prince, “Generalized Gradient Vector Flow External Forces for Active Contours”, Signal Processing 71, pp 131-139, 1998