Adaptive segmentation of mri data

IEEE Transactions on Medical Imaging

Volumn 15, Issue 4, 1996, Pages 429-442

  Wells Iii, W M ^a   Crimson, W E L ^a   Kikinis, R ^a   Jolesz, F A ^a  

^a BRIGHAM AND WOMEN S HOSPITAL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BRAIN; FOURIER TRANSFORMS; MAGNETIC RESONANCE IMAGING; MATHEMATICAL TRANSFORMATIONS; OPTIMIZATION; THREE DIMENSIONAL; TISSUE; VISUALIZATION;

ADAPTIVE SEGMENTATION; AXIAL DUAL ECHO SPIN ECHO; EXPECTATION MAXIMIZATION ALGORITHM; GRAY MATTER; INTENSITY BASED CLASSIFICATION; INTERSCAN INTENSITY INHOMOGENEITIES; INTRASCAN INTENSITY INHOMOGENEITIES; SAGITTAL SECTION; WHITE MATTER;

IMAGE SEGMENTATION;

EID: 0030215026     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/42.511747     Document Type: Article

References (34)

1. M. Shenton, R. Kikinis, F. Jolesz, et ai "Abnormalities of the left temporal lobe and thought disorder in schizophrenia," N. Eng. J. Med., vol. 327, pp. 604-612, 1992.
2. K. Höhne et al., "A framework for the generation of 3-D anatomical atlases," SPIE, Visualization in Biomédical Computing, vol. 1808, 1992.
3. R. Kikinis, F. A. Jolesz, W. E. Lorensen, H. E. Cline. P. E. Slieg, and P. McL. Black, "3-D reconstruction of skull hase tumors from MRI data for neurosurgical planning," in Proc. Soc. Mag. Reson. Med. Conf., 1991.
4. R. Kikinis, D. Altobelli, W. Lorenäen, W. Wells, and G. Ettinger, "Preand intra-operative tumor localization using 3-D renderings of MRI's," in Abstr. 12th Annu. Sci. Meeting Soc. Magn. Reson. Med, 1993.
5. D. Levin, X. Hu, and K. Tan, el al., "The brain: Three-dimensional display of MR and PET images," Radial, vol. 172, pp. 783-789, 1989.
6. J. Belliveau, D. Kennedy, R. McKinstry, el al., "Functional mapping of the human visual cortex by magnetic resonance imaging," Sci., vol. 254, pp. 716-719. Nov. 1991.
7. J. Bezdek, L. Hall, and L. Clarke, "Review of MR image segmentation techniques using pattern recognition," Med. Phys., vol. 20, no. 4, pp. 1033-1048, 1993.
8. M. Vannier, R. Butterfidd, D. Jordon, and W. Murphy, et al., "Multispectral analysis of magnetic resonance images," RadioJ., vol. 154, pp. 221-224, 1985.
9. M. Kohn, N. Tanna, and ü. Herman, el al., "Analysis of brain and cerebrospinal fluid volumes with MR imaging," Radiol., vol. 178, pp. 115-122, 1991.
10. G. Gerig, W. Kuoni, R. Kikinis. and O. Kubier, "Medical imaging and computer vision: An integrated approach for diagnosis and planning," in P roc. llth DAGM Symp., 1989, pp. 425-443.
11. H. E. Cline, W. E. Lorensen, R. Kikinis, and F. Jolesz, "Three-dimensional segmentation of MR images of the head using probability and connectivity." JCAT. vol. 14, no. 6, pp. 1037-1045, 1990.
12. R. B. Lufkin, T. Sharpless, B. Flannigan, and W. Hanafee, "Dynamic-range compression in surface-coil MR[," AJR, vol. 147, no. 379, pp. 379-382, 1986.
13. L. Axel, J. Costantini, and J. Listerud, "Intensity correction in surface-coil MR imaging," AJR, vol. 148, no. 4, pp. 418-420, 1987.
14. K. O. Lim and A. Pfferbaum, "Segmentation of MR brain images into cerebrospinal fluid spaces, white, and gray matter," JCAT, vol. 13, no. 4, pp. 588-593. 1989.
15. B. Dawant, A. Zijdenbos, and R. Margolin, "Correction of intensity variations in MR imaging for computer-aided tissue classification," IEEE Trans. Meet. Imag., vol. 12, no. 4, pp. 770-781, 1993.
16. J. Gohagan, E. Spitznagel, W. Murphy, and M. Vannier et ai, "Multispecîral analysis of MR images of the breast," Radio!.., vol. 163, pp. 703-70Ü7, 1987.
17. S. Aylward and J. Coggins, "Spatially invariant classification of tissues in MR images," in Proc. 3rd Conf. Visualization Biomed. Computing, SPIE. 1994.
18. M. Kamber, D. Collins, R. Shinghal, G. Francis, and A. Evans. "Modelbased 3-D segmentation of multiple sclerosis lesions in dual-echo MRF data," SPIE, Visualization Biomed. Computing, vol. 1808, 1992.
19. A. P. Demps;er, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. Roy. Stat. Soc., vol. 39, pp. 1-38, 1977.
20. W. Wells, R. Kikinis, W. Crimson, and F. Jolesz, "Statistical intensity correction and segmentation of magnetic resonance image data," in Proc. 3rd Conf. Visualization Biomed. Computing, SPIE, 1994.
21. B. R. Frieden, Probability, Statistical Optics, and Data Testing. New York: Springer-Verlag, 1983.
22. R. Kikinis, M. Shenton, F. A. Jolesz, G. Gerig, J. Martin, M. Anderson, D Metcalf, C. Guttmann, R. W. VIcCarley, W. Lorensen, and H. Cline, "Quantitative analysis of brain and cerebrospinal fluid spaces with MR imaging." JMRI. vol. 2, pp. 619-629, 1992.
23. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis. New York: Wiley, 1973.
24. W. M. Wells III, "Efficient synthesis of Gaussian filters by cascaded uniform filters." IEEE Trans. Pattern Anal. Machine Intell, vol. PAMI-8, no. 2, pp. 234-239, Mai'. 1986.
25. Sun Microsystems Inc., Mountain View, CA.
26. General Electiic Medical Systems, Milwaukee, WI.
27. G. Geiig, O. Küblei and F. Jolesz, "Nonlinear anisotropic filtering of MRI data," IEEE Trans. Med. Imag., vol. 11, pp. 221-232, 1992.
28. H. Cline, W. Lorensen, S. Ludke. C. Crawsford, and B. Teeter, "Two algorithm for the three-dimensional reconstruction of tomogram," Med. Pnys., vol. 15, pp. 320-327, 1988.
29. Ron Kikinis et ai. in preparation.
30. G. Ettinger, W. Grimson, T. Lozano-Pérez, W. Wells, S. White, and K. Kikinis, "Automatic registration for multiple sclerosis change detection," in Proc. IEEE Workshop Biomed. Image Analysis, 1994.
31. W. E. I. Grimson. T. Lozano-Péz, and W. Wells et ai. An automatic registration method for frameless stereotaxy, image guided surgery, and enhanced realigy visualization, in Proc. Comput. Soc. Conf. Computer Vision and Pattern Recognition, June 1994.
32. D. Stark and W. Bradley, Jr. Eds., Magnetic Resonance Imaging. St. Louis, MO: Mosby, 1992.
33. D. Kennedy et al., "Anatomic segmentation and volumetric calculations in nuclear magnetic Resonance imaging," IEEE Trans. Med. Imag., vol. 8, pp. 1-7, 1989.
34. E. Schneider and G. H. Glover. "Rapid in vivo proton shimming," Magn. Reson. Med.. vol. 18, pp. 335-347, 1991.