Hippocampal shape analysis: Surface-based representation and classification

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5032 I, Issue , 2003, Pages 253-264

  Shen, Li ^a   Ford, James ^a   Makedon, Fillia ^a   Saykin, Andrew ^b  

^a Dartmouth Department of Computer Science_Dartmouth College   (United States)

^b DARTMOUTH MEDICAL SCHOOL   (United States)

Author keywords

Classification; Hippocampus; MRI; Shape analysis; Surface modeling

Indexed keywords

FEATURE EXTRACTION; MAPPING; PRINCIPAL COMPONENT ANALYSIS;

HIPPOCAMPAL SHAPE ANALYSIS;

MEDICAL IMAGING;

EID: 0041874994     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.480851     Document Type: Conference Paper

References (11)

1. J. G. Csernansky, S. Joshi, L. Wang, J. W. Halleri, M. Gado, J. P. Miller, U. Grenander, and M. I. Miller, "Hippocampal morphometry in schizophrenia by high dimensional brain mapping," Proc. Natl. Acad. Sci. USA 95, pp. 11406-11411, September, 1998.
2. P. Golland, W. E. L. Grimson, M. E. Shenton, and R. Kikinis, "Small sample size learning for shape analysis of anatomical structures," in 3rd International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 1935, pp. 72-82, (Pittsburgh, Pennsylvania, USA), October 11-14, 2000.
3. A. J. Saykin, L. A. Flashman, T. McHugh, C. Pietras, T. W. McAllister, A. C. Mamourian, R. Vidaver, L. Shen, J. C. Ford, L. Wang, and F. Makedon, "Principal components analysis of hippocampal shape in schizophrenia, " in International Congress on Schizophrenia Research, (Colorado Springs, Colorado, USA), March 29 - April 2, 2003.
4. C. Brechbhler, G. Gerig, and O. Kubler, "Parametrization of closed surfaces for 3d shape description," Computer Vision and Image Understanding 61(2), pp. 154-170, 1995.
5. A. Kelemen, G. Szekely, and G. Gerig, "Elastic model-based segmentation of 3-d neuroradiological data sets," IEEE Transactions on Medical Imaging 18, pp. 828-839, 1999.
6. M. Styner and G. Gerig, "Three-dimensional medial shape representation incorporating object variability," in Proc. of Computer Vision and Pattern Recognition II, pp. 651-656, (Kauai, Hawaii, USA), October 11-14, 2001.
7. G. Gerig and M. Styner, "Shape versus size: Improved understanding of the morphology of brain structures," in 4th International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 2208, pp. 24-32, (Utrecht, The Netherlands), October 14-17, 2001.
8. M. Shenton, G. Gerig, R. W. McCarley, G. Szekely, and R. Kikinis, "Amygdala-hippocampal shape differences in schizophrenia: the application of 3d shape models to volumetric mr data," Psychiatry Research-Neuroimaging 115, pp. 15-35, August 20, 2002.
9. Iowa MHCRC Image Processing Lab, Brains Software, http://moniz.psychiatry.uiowa.edu.
10. NIST/SEMATECHR, e-Handbook of Statistical Methods, http://www.itl.nist.gov/div898/handbook/, 2002.
11. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification (2nd ed), Wiley, New York, NY, 2000.