Estimation of independent non-linear deformation modes for analysis of craniofacial malformations in crouzon mice

2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings

Volumn , Issue , 2007, Pages 1296-1299

  Hansen, Michael S ^a   Ólafsdóttir, Hildur ^a   Darvann, Tron A ^b   Hermann, Nuno V ^b,c   Oubel, Estanislao ^d   Larsen, Rasmus ^a   Ersbøll, Bjarne K ^a   Frangi, Alejandro F ^d   Larsen, Per ^b   Perlyn, Chad A ^e   Morriss Kay, Gillian M ^f   Kreiborg, Sven ^b,c  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^b UNIVERSITY OF COPENHAGEN   (Denmark)

^c UNIVERSITY OF COPENHAGEN   (Denmark)

^d UNIVERSITAT POMPEU FABRA   (Spain)

^e WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^f UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

Atlas; Image registration; Independent component analysis; Statistical deformation model

Indexed keywords

CRANIOFACIAL MALFORMATIONS; GENETIC DISEASE; NON-LINEAR DEFORMATION; STATISTICAL DEFORMATION MODEL;

DISEASES; IMAGE REGISTRATION; PARAMETER ESTIMATION; PROBABILITY; STATISTICAL METHODS;

LIVING SYSTEMS STUDIES;

EID: 36348951406     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2007.357097     Document Type: Conference Paper

References (8)

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3. C. A. Perlyn, V. B. DeLeon, C. Babbs, D. Govier, L. Burell, T. Darvann, S. Kreiborg, and G. Morriss-Kay, "The craniofacial phenotype of the Crouzon mouse: Analysis of a model for syndromic craniosynostosis using 3D MicroCT," Cleft Palate Craniofac. J, 2006.
4. H. Ólafsdóttir, T. A. Darvann, N. V. Hermann, E. Oubel, B. K. Ersbøll, A. F. Frangi, Per Larsen, Chad A. Perlyn, G. Morriss-Kay, and S. Kreiborg, "Computational mouse atlases and their application to automatic assessment of craniofacial dysmorphology caused by Crouzon syndrome," Journal of Anatomy, 2007 (submitted).
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6. M. S. Hansen, F. Zhao, H. Zhang, N. E. Walker, A. Wahle, T. Scholz, and M. Sonka, "Detection of connective tissue disorder from 3D MR images using independent component analysis," CVAMIA, pp. 13-24, 2006.
7. D. Rueckert, L. I. Sonoda, C. Hayes, D. L. G. Hill, M. O. Leach, and D. J. Hawkes, "Nonrigid registration using free-form deformations: application to breast MR images," IEEE Trasactions on Medical Imaging, vol. 18, no. 8, pp. 712-21, 1999.
8. A Hy värinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Transactions on Neural Networks, vol. 10, no. 3, pp. 626-634, 1999.