Brain pattern analysis of cortical valued distributions

Proceedings - International Symposium on Biomedical Imaging

Volumn , Issue , 2011, Pages 1117-1120

  Joshi, Shantanu H ^a   Bowman, Ian ^a   Toga, Arthur W ^a   Van Horn, John D ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

clustering; cortical distributions; dimension reduction; Jensen Shannon divergence

Indexed keywords

ALZHEIMER; CLUSTERING; CORTICAL DISTRIBUTIONS; CORTICAL REGIONS; DATA SETS; DIMENSION REDUCTION; JENSEN-SHANNON DIVERGENCE; NON-GAUSSIAN; PATTERN ANALYSIS; STRUCTURAL PATTERN;

CLASSIFICATION (OF INFORMATION); CLUSTER ANALYSIS; DISTRIBUTION FUNCTIONS; MEDICAL IMAGING; PATTERN MATCHING;

BRAIN;

EID: 80055045796     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2011.5872597     Document Type: Conference Paper

References (10)

1. A M Dale, B Fischl, and M I Sereno, "Cortical surface-based analysis. I. segmentation and surface reconstruction," NeuroImage, vol. 9, no. 2, pp. 179-94, Feb 1999.
2. P Thompson and A W Toga, "A surface-based technique for warping 3-dimensional images of the brain," IEEE Tran. Med. Imaging, vol. 15, no. 4, pp. 402-417, Jan 1996.
3. S H Joshi, J D Van Horn, and A W Toga, "Interactive exploration of neuroanatomical meta-spaces," Frontiers in Neuroin-formatics, vol. 3, no. 38, pp. 1-10, 2009.
4. S Gerber, T Tasdizen, P T Fletcher, S Joshi, R Whitaker, and Alzheimers Disease Neuroimaging Initiative (ADNI), "Manifold modeling for brain population analysis," Medical Image Analysis, vol. 14, no. 5, pp. 643-53, Oct 2010.
5. R Verma, P Khurd, and C Davatzikos, "On analyzing diffusion tensor images by identifying manifold structure using isomaps," IEEE Tran. Med. Imaging, vol. 26, no. 6, pp. 772-8, Jun 2007.
6. P Dalal, F Shi, D Shen, and S Wang, "Multiple cortical surface correspondence using pairwise shape similarity," Med Image Comput Comput Assist Interv, vol. 13, no. Pt 1, pp. 349-56, Jan 2010.
7. J Lin, "Divergence measures based on the shannon entropy," IEEE Tran. Information Theory, vol. 37, no. 1, pp. 145 - 151, 1991.
8. CR Jack Jr, MA Bernstein, NC Fox, P Thompson, G Alexander, D Harvey, B Borowski, PJ Britson, and et al., "The alzheimer's disease neuroimaging initiative (adni): Mri methods," Journal of Magnetic Resonance Imaging, vol. 27, no. 4, pp. 685-691, 2008.
9. Z I Botev, J F Grotowski, and D P Kroese, "Kernel density estimation via diffusion," Ann Stat, vol. 38, no. 5, pp. 2916-2957, Jan 2010.
10. J B Tenenbaum, V de Silva, and J C Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, no. 5500, pp. 2319-23, Dec 2000.