fMRI alignment based on local functional connectivity patterns

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 8314, Issue , 2012, Pages

  Jiang, Di ^a,b   Du, Yuhui ^b,c   Cheng, Hewei ^b   Jiang, Tianzi ^b   Fan, Yong ^b  

^a ZHEJIANG UNIVERSITY   (China)

^b INSTITUTE OF AUTOMATION   (China)

^c NORTH UNIVERSITY OF CHINA   (China)

Author keywords

fMRI image; Image registration; Local functional connectivity pattern

Indexed keywords

ANATOMICAL STRUCTURES; DEFORMABLE IMAGE REGISTRATION; FMRI DATA; FMRI IMAGES; FUNCTIONAL CONNECTIVITY; FUNCTIONAL CORRELATION; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL SIGNALS; FUNCTIONAL UNITS; GLOBAL CONNECTIVITY; PEARSON CORRELATION; REGISTRATION METHODS; SHIFT INVARIANT; SPATIAL NEIGHBORHOODS; SPATIAL SMOOTHING;

ALIGNMENT; CORRELATION METHODS; FUNCTIONAL NEUROIMAGING; IMAGE REGISTRATION; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING;

EXPERIMENTS;

EID: 84860754099     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.911077     Document Type: Conference Paper

References (20)

1. Talairach, J., and Tournoux, P., [Co-planar stereotaxic atlas of the human brain], Georg Thieme, Stuttgart & New York(1988).
2. Fischer, B., and Modersitzki, J., "FLIRT: A flexible image registration toolbox," Biomedical Image Registration, 2717, 261-270 (2003).
3. Thirion, J. P., "Image matching as a diffusion process: an analogy with Maxwell's demons," Med Image Anal, 2(3), 243-60 (1998).
4. Rueckert, D., Sonoda, L. I., Hayes, C., Hill, D. L. G., Leach, M. O., and Hawkes, D. J., "Nonrigid registration using free-form deformations: Application to breast MR images," IEEE Transactions on Medical Imaging, 18(8), 712-721 (1999). (Pubitemid 32262025)
5. Beg, M. F., Miller, M. I., Trouve, A., and Younes, L., "Computing large deformation metric mappings via geodesic flows of diffeomorphisms," International Journal of Computer Vision, 61(2), 139-157 (2005).
6. Sabuncu, M. R., Singer, B. D., Conroy, B., Bryan, R. E., Ramadge, P. J., and Haxby, J. V., "Function-based intersubject alignment of human cortical anatomy," Cereb Cortex, 20(1), 130-40 (2010).
7. Conroy, B., Singer, B., Haxby, J., and Ramadge, P., "fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity," Advances in Neural Information Processing Systems 22, 378-386 (2009).
8. Langs, G., Tie, Y., Rigolo, L., Golby, A., and Golland, P., "Functional Geometry Alignment and Localization of Brain Areas," Advances in Neural Information Processing Systems 23, 1225-1233 (2010).
9. von Luxburg, U., "A tutorial on spectral clustering," Statistics and Computing, 17(4), 395-416 (2007).
10. Myronenko, A., Song, X., and Carreira-Perpiñán, M. Á., "Non-rigid point set registration: Coherent Point Drift," Advances in Neural Information Processing Systems 19, 1009-1016 (2007).
11. Bishop, C. M., [Pattern recognition and machine learning], Springer, New York(2006).
12. Modersitzki, J., [Numerical methods for image registration], Oxford University Press, Oxford & New York(2004).
13. Christensen, G. E., Rabbitt, R. D., and Miller, M. I., "Deformable templates using large deformation kinematics," IEEE Transactions on Image Processing, 5(10), 1435-1447 (1996). (Pubitemid 126782830)
14. Fischer, B., and Modersitzki, J., "Fast inversion of matrices arising in image processing," Numerical Algorithms, 22(1), 1-11 (1999).
15. Ashburner, J., "A fast diffeomorphic image registration algorithm," Neuroimage, 38(1), 95-113 (2007). (Pubitemid 47440133)
16. Vercauteren, T., Pennec, X., Perchant, A., and Ayache, N., "Diffeomorphic demons: efficient non-parametric image registration," Neuroimage, 45(1), 61-72 (2009).
17. Cachier, P., Bardinet, E., Dormont, D., Pennec, X., and Ayache, N., "Iconic feature based nonrigid registration: the PASHA algorithm," Computer Vision and Image Understanding, 89(2-3), 272-298 (2003).
18. Vemuri, B. C., Ye, J., Chen, Y., and Leonard, C. M., "Image registration via level-set motion: applications to atlas-based segmentation," Med Image Anal, 7(1), 1-20 (2003). (Pubitemid 36097745)
19. Avants, B. B., Epstein, C. L., Grossman, M., and Gee, J. C., "Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain," Med Image Anal, 12(1), 26-41 (2008). (Pubitemid 351189163)
20. http://www.picsl.upenn.edu/ANTS/