Multidimensional segmentation of coronary intravascular ultrasound images using knowledge-based methods

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 5747, Issue I, 2005, Pages 496-504

  Olszewski, Mark E ^a   Wahle, Andreas ^a   Vigmostad, Sarah C ^a   Sonka, Milan ^a  

^a University of Iowa   (United States)

Author keywords

Intravascular ultrasound; Segmentation

Indexed keywords

ANGIOGRAPHY; BIOLOGICAL ORGANS; DYNAMIC PROGRAMMING; IMAGE ANALYSIS; IMAGE SEGMENTATION; IMPLANTS (SURGICAL); PATIENT TREATMENT;

ARTERIES; ARTIFACTS; INTRAVESCULAR ULTRASOUND; SEGMENTATION;

ULTRASONICS;

EID: 23844501699     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.595850     Document Type: Conference Paper

References (16)

1. A. Wahle, G. P. M. Prause, S. C. DeJong, and M. Sonka, "Geometrically correct 3-D reconstruction of intravascular ultrasound images by fusion with biplane angiography - methods and validation," IEEE Transactions on Medical Imaging 18, pp. 686-699, Aug. 1999.
2. M. E. Olszewski, A. Wahle, R. Medina, S. C. Mitchell, and M. Sonka, "Integrated system for quantitative analysis of coronary plaque via data fusion of biplane angiography and intravascular ultrasound," in Computer Assisted Radiology and Surgery (CARS 2003), H. U. Lemke, K. Inamura, M. W. Vannier, A. G. Farman, K. Doi, and J. H. C. Reiber, eds., Excerpta Medica International Congress Series 1256, pp. 1117-1122, Elsevier, (Amsterdam), 2003.
3. A. Wahle, R. Medina, K. C. Braddy, J. M. Fox, T. M. H. Brennan, J. J. Lopez, J. D. Rossen, and M. Sonka, "Impact of local vessel curvature on the circumferential plaque distribution in coronary arteries," in Medical Imaging 2003: Physiology and Function: Methods, Systems, and Applications, A. V. Clough and A. A. Amini, eds., 5031, pp. 204-213, SPIE Proceedings, (Bellingham WA), 2003.
4. A. Wahle, S. C. Mitchell, S. D. Ramaswamy, K. B. Chandran, and M. Sonka, "Four-dimensional coronary morphology and computational hemodynamics," in Medical Imaging 2001: Image Processing, M. Sonka and K. M. Hanson, eds., 4322, pp. 743-754, SPIE Proceedings, (Bellingham WA), 2001.
5. R. Medina, A. Wahle, M. E. Olszewski, and M. Sonka, "Three methods for accurate quantification of plaque volume in coronary arteries," International Journal of Cardiovascular Imaging 19, pp. 301-311, Aug. 2003.
6. A. Wahle, M. E. Olszewski, and M. Sonka, "Interactive virtual endoscopy in coronary arteries based on multi-modality fusion," IEEE Transactions on Medical Imaging - Virtual Endoscopy 23, pp. 1391-1403, November 2004.
7. A. Wahle, J. J. Lopez, M. E. Olszewski, S. C. Vigmostad, K. C. Braddy, T. M. H. Brennan, S. W. Bokhari, J. G. Bennett, E. M. Holper, J. D. Rossen, K. B. Chandran, and M. Sonka, "Relationship between plaque development and local hemodynamics in coronary arteries," in Medical Imaging 2005: Physiology, Function, and Structure from Medical Images, A. A. Amini and A. Manduca, eds., 5746, SPIE Proceedings, (Bellingham WA), 2005.
8. M. E. Olszewski, A. Wahle, S. C. Mitchell, and M. Sonka, "Segmentation of intravascular ultrasound images: A machine learning approach mimicking human vision," in Computer Assisted Radiology and Surgery (CARS 2004), pp. 1045-1049, (Amsterdam), 2004.
9. K. Li, D. Chen, and M. Sonka, "Efficient optimal surface detection: Theory, implementation and experimental validation," in Medical Imaging 2004: Image Processing, M. Sonka and J. M. Fitzpatrick, eds., 5370, pp. 620-627, SPIE Proceedings, (Bellingham WA), 2004.
10. K. Li, X. Wu, D. Z. Chen, and M. Sonka, "Globally optimal segmentation of interacting surfaces with geometric constraints," in Proceedings, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pp. 394-399, (Piscataway, NJ), June 2004.
11. C. B. Burckhardt, "Speckle in ultrasound B-mode scans," IEEE Transactions on Sonics and Ultrasonics SU-25, pp. 1-6, January 1978.
12. R. F. Wagner, S. W. Smith, J. M. Sandrik, and H. Lopez, "Statistics of speckle in ultrasound B-scans," IEEE Transactions on Sonics and Ultrasonics 30, pp. 156-163, May 1983.
13. E. Brusseau, C. L. de Korte, F. Mastik, J. Schaar, and A. F. W. van der Steen, "Fully automatic luminal contour segmentation in intracoronary ultrasound imaging - a statistical approach," IEEE Transactions on Medical Imaging 23, pp. 554-566, May 2004.
14. T. F. Chan and L. A. Vese, "Active contours without edges," IEEE Transactions on Image Processing 10, pp. 266-277, February 2001.
15. Q. Liang, I. Wendelhag, J. Wikstrand, and T. Gustavsson, "A multiscale dynamic programming procedure for boundary detection in ultrasonic artery images," IEEE Transactions on Medical Imaging 19, pp. 127-142, February 2000.
16. A. Chakraborty, L. H. Staib, and J. S. Duncan, "Deformable boundary finding in medical images by integrating gradient and region information," IEEE Transactions on Medical Imaging 15, pp. 859-870, December 1996.