Statistical growth modeling of longitudinal DT-MRI for regional characterization of early brain development

Proceedings - International Symposium on Biomedical Imaging

Volumn , Issue , 2012, Pages 1507-1510

  Sadeghi, Neda ^a   Prastawa, Marcel ^a   Fletcher, P Thomas ^a   Gilmore, John H ^b   Lin, Weili ^b   Gerig, Guido ^a  

^a UNIVERSITY OF UTAH   (United States)

^b UNIVERSITY OF NORTH CAROLINA SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANATOMICAL REGIONS; ASYMPTOTIC VALUES; BRAIN DEVELOPMENT; BRAIN MATURATION; CLINICAL STUDY; GOMPERTZ FUNCTION; GROWTH FUNCTIONS; GROWTH MODELING; GROWTH PATTERNS; GROWTH TRAJECTORIES; IMAGE DATA; LONGITUDINAL ANALYSIS; NEURODEVELOPMENT; NONLINEAR MIXED EFFECTS; NONLINEAR MODELING; POPULATION ANALYSIS; POPULATION GROWTH; POPULATION GROWTH MODELS; QUANTITATIVE INFORMATION; RATE OF CHANGE; TEMPORAL CHANGE; WHITE MATTER;

DIFFUSION TENSOR IMAGING; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; TENSORS; TRAJECTORIES;

POPULATION STATISTICS;

EID: 84864837331     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2012.6235858     Document Type: Conference Paper

References (11)

1. R. C. Knickmeyer, S. Gouttard, C. Kang, D. Evans, et al., "A structural MRI study of human brain development from birth to 2 years," J. Neurosci., vol. 28, pp. 12176-12182, Nov 2008.
2. P. S. Huppi, "Neuroimaging of brain development-discovering the origins of neuropsychiatric disorders?," Pediatr. Res., vol. 64, pp. 325, Oct 2008.
3. H. Xue, L. Srinivasan, S. Jiang, M. Rutherford, et al., "Automatic cortical segmentation in the developing brain," in IPMI, 2007, pp. 257-269.
4. S. Xu, M. Styner, J. Gilmore, and G. Gerig, "Multivariate Nonlinear Mixed Model to Analyze Longitudinal Image Data:MRI Study of Early Brain Development," in MMBIA. IEEE Comp Soc, June 2008, pp. 1-8.
5. P. Aljabar, R. Wolz, L. Srinivasan, S. J. Counsell, et al., "A combined manifold learning analysis of shape and appearance to characterize neonatal brain development," IEEE Trans Med Imaging, vol. 30, pp. 2072-2086, Dec 2011.
6. J. Dubois, G. Dehaene-Lambertz, M. Perrin, J. F. Mangin, et al., "Asynchrony of the early maturation of white matter bundles in healthy infants: quantitative landmarks revealed noninvasively by diffusion tensor imaging," Hum Brain Mapp, vol. 29, pp. 14-27, Jan 2008.
7. A. V. Faria, J. Zhang, K. Oishi, Li X., et al., "Atlasbased analysis of neurodevelopment from infancy to adulthood using diffusion tensor imaging and applications for automated abnormality detection," Neuroimage, vol. 52, pp. 415-428, Aug 2010.
8. M. L. Lindstrom and D. M. Bates, "Nonlinear mixed effects models for repeated measures data," Biometrics, vol. 46, pp. 673-687, Sep 1990.
9. S. Joshi, B. Davis, M. Jomier, and G. Gerig, "Unbiased diffeomorphic atlas construction for computational anatomy," Neuroimage, vol. 23, pp. S151-160, 2004.
10. S. Mori, K. Oishi, H. Jiang, Jiang L., et al., "Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template," Neuroimage, vol. 40, pp. 570-582, Apr 2008.
11. B.A. Brody, Kinney H.C., Kloman A.S., and Floyd H.G., "Sequence of Central Nervous System Myelination in Human Infancy. I. An Autopsy Study of Myelination.," J Neuropathol Exp Neurol, vol. 46, no. 3, pp. 283-301, May 1987.