Journal of Biomedicine and Biotechnology
Volume 2008 (2008), Article ID 694297, 5 pages
doi:10.1155/2008/694297
Research Article

Statistical Analysis of Twin Populations using Dissimilarity Measurements in Hippocampus Shape Space

1Center for Imaging Science, Johns Hopkins University, Baltimore 21218, MD, USA
2Department of Psychiatry, Washington University, St. Louis 63110, MO, USA

Received 19 July 2007; Accepted 19 November 2007

Academic Editor: Daniel Howard

Copyright © 2008 Youngser Park et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. “Depression. National Institute of Mental Health,” http://www.nimh.nih.gov/publicat/depression.cfm.
  2. L. B. Alloy, J. H. Riskind, and M. J. Manos, Abnormal Psychology: Current Perspectives, McGraw-Hill, New York, NY, USA, 9th edition, 2005.
  3. J. Posener, L. Wang, and J. Price, et al., “High dimensional mapping of the hippocampus in depression,” American Journal of Psychiatry, vol. 160, no. 1, pp. 83–89, 2003. View at Publisher · View at Google Scholar
  4. J. G. Csernansky, S. Joshi, L. Wang, J. W. Haller, M. Gado, J. P. Miller, U. Grenander, and M. I. Miller, “Hippocampal morphometry in schizophrenia by high dimensional brain mapping,” Proceedings of the National Academy of Sciences of the United States of America, vol. 95, no. 19, pp. 11406–11411, 1998. View at Publisher · View at Google Scholar
  5. J.-F. Maa, D. K. Pearl, and R. Bartoszyński, “Reducing multidimensional two-sample data to one-dimensional interpoint comparisons,” Annals of Statistics, vol. 24, no. 3, pp. 1069–1074, 1996. View at Publisher · View at Google Scholar
  6. “Genetics and major psychiatric disorders:a program for genetic counselors. National Coalition for Health,” http://www.nchpeg.org/cdrom/empiric.html.
  7. J. P. Mugler III and J. R. Brookeman, “Three-dimensional magnetization-prepared rapid gradient-echo imaging (3D MP RAGE),” Magnetic Resonance in Medicine, vol. 15, no. 1, pp. 152–157, 1990. View at Publisher · View at Google Scholar
  8. Analyze Software, “Mayo Clinic,” http://www.mayo.edu/bir /Software/Analyze/.
  9. M. I. Miller, A. Trouvé, and L. Younes, “Geodesic shooting for computational anatomy,” Journal of Mathematical Imaging and Vision, vol. 24, no. 2, pp. 209–228, 2006. View at Publisher · View at Google Scholar · View at MathSciNet
  10. S. Allassonnire, A. Trouve, and L. Younes, “Geodesic shooting and diffeomorphic matching via textures meshes,” in Proceedings of the 5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR '05), pp. 365–381, Augustine, Fla, USA, November 2005. View at Publisher · View at Google Scholar
  11. T. Saito and H. Yadohisa, Data Analysis of Asymmetric Structures, Marcel Dekker, New York, NY, USA, 2005.
  12. T. Cox and M. Cox, Multidimensional Scaling, Chapman & Hall, New York, NY, USA, 2nd edition, 2001.
  13. M. Miller, C. Priebe, and Y. Park, “Collaborative computational anatomy: the perfect storm for mri morphometry study of the human brain via diffeomophic metric mapping, multidimensional scaling and linear discriminant analysis,” to appear in Proceedings of the National Academy of Science.
  14. B. Silverman, Density Estimation for Statistics and Data Analysis, Chapman & Hall, New York, NY, USA, 1986.
  15. P. J. Bickel and K. A. Doksum, Mathematical Statistics: Basic Ideas and Selected Topics, vol. 1, Prentice Hall, Upper Saddle River, NJ, USA, 2nd edition, 2005.
  16. J. Rice, Mathematical Statistics and Data Analysis, Addison-Wesley, Reading, Mass, USA, 2nd edition, 1995.
  17. C. E. Priebe, “Olfactory classification via interpoint distance analysis,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, no. 4, pp. 404–413, 2001. View at Publisher · View at Google Scholar
  18. L. Devroye, L. Gyorfi, and G. Lugosi, “A Probabilistic Theory of Pattern Recognition,” 1996, Number 31 in Applications of mathematics.
  19. B. Caffo, 2006, Personal communication.