A comprehensive riemannian framework for the analysis of white matter fiber tracts

2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings

Volumn , Issue , 2010, Pages 1101-1104

  Mani, Meena ^a   Kurtek, Sebastian ^b   Barillot, Christian ^a   Srivastava, Anuj ^b  

^a INRIA   (France)

^b FLORIDA STATE UNIVERSITY   (United States)

Author keywords

DTI fiber clustering; Elastic shape metric; Joint feature spaces; Riemannian shape analysis

Indexed keywords

CORPUS CALLOSUM; ELASTIC SHAPE METRIC; FEATURE COMBINATION; FEATURE SPACE; FIBER TRACTS; JOINT ANALYSIS; OPTIMAL DEFORMATION; PHYSICAL FEATURES; QUANTITATIVE ANALYSIS; RIEMANNIAN FRAMEWORK; RIEMANNIAN SHAPE ANALYSIS; SHAPE ANALYSIS; WHITE MATTER FIBERS; WHITE-MATTER FIBER TRACTS;

MEDICAL IMAGING; TENSORS;

FIBERS;

EID: 77955215607     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2010.5490185     Document Type: Conference Paper

References (12)

1. Song Zhang et al., "Identifying white-matter fiber bundles in DTI data using an automated proximity-based fiber-clustering method," IEEE Trans. on Visualization and Computer Graphics, vol. 14, no. 5, pp. 1044-1053, 2008.
2. Lauren J. O'Donnell et al., "Automatic Tractography Segmentation Using a High-Dimensional White Matter Atlas," IEEE Transactions on Medical Imaging, vol. 26, no. 11, pp. 1562-1575, November 2007.
3. M. Maddah et al., "A Unified Framework for Clustering and Quantitative Analysis of White Matter Fiber Tracts," Medical Image Analysis, vol. 12, no. 2, pp. 191-202, April 2008.
4. Casey B. Goodlett et al., "Group analysis of DTI fiber tract statistics with application to neurodevelopment," NeuroImage, vol. 45, no. 1, Supplement 1, pp. S133 - S142, 2009.
5. L. Younes et al., "A metric on shape space with explicit geodesics," Matematica E Applicazioni, vol. 19, no. 1, pp. 25-57, 2008.
6. A. Srivastava et al., "Statistical shape analysis: Clustering, learning and testing," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 27, no. 4, pp. 590-602, 2005.
7. S. H. Joshi et al., "A novel representation for Riemannian analysis of elastic curves in Rn," in CVPR, 2007.
8. N. Evangelou et al., "Regional axonal loss in the corpus callosum correlates with cerebral white matter lesion volume and distribution in multiple sclerosis," Brain, vol. 123, no. 9, pp. 1845-1849, 2000.
9. J. Foong et al., "Neuropathological abnormalities of the corpus callosum in schizophrenia: a diffusion tensor imaging study," J. Neurology Neurosurgery and Psychiatry, vol. 68, no. 2, pp. 242-244, 2000.
10. Michio Ono et al., Atlas of the Cerebral Sulci, Thieme Medical Publisher, 1990.
11. W. Liu et al., "Joint shape and texture analysis of objects boundaries in images using a Riemannian approach," in Asilomar Conferences on Signals, Systems, and Computers, 2008.
12. Sandra F. Witelson, "Hand and Sex Differences in the Isthmus and Genu of the Human Corpus Callosum: A Postmortem Morphological Study," Brain, vol. 112, no. 3, pp. 799-835, 1989.