Improved optimization for the robust and accurate linear registration and motion correction of brain images

NeuroImage

Volumn 17, Issue 2, 2002, Pages 825-841

  Jenkinson, Mark ^a   Bannister, Peter ^a,b   Brady, Michael ^b   Smith, Stephen ^a  

^a JOHN RADCLIFFE HOSPITAL   (United Kingdom)

^b UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

Accuracy; Affine transformation; Global optimization; Motion correction; Multimodal registration; Multiresolution search; Robustness

Indexed keywords

ACCURACY; ARTICLE; BRAIN; CORRELATION ANALYSIS; COST; HUMAN; HUMAN EXPERIMENT; HYBRID; IMAGING; INTERMETHOD COMPARISON; MEDICAL ASSESSMENT; MOTION; PRIORITY JOURNAL; REGISTRATION; TECHNIQUE;

EID: 0036425968     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1053-8119(02)91132-8     Document Type: Article

References (20)

1. Biswal, B. B., and Hyde, J. S. (1997). Contour-based registration techique to differentiate between task-activated and head motion-induced signal variations in fMRI. Magn. Reson. Med. 38: 470 -476.
2. Cachier, P., and Rey, D. (2000). Symmetrization of the non-rigid registration problem using inversion-invariant energies: Application to multiple sclerosis. In 3rd International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 472-481. Springer, Berlin.
3. Collins, D., Neelin, P., Peters, T., and Evans, A. (1994). Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space. J. Comput. Assis. Tomogr. 18(2): 192-205.
4. Freire, L., and Mangin, J.-F. (2001). Motion correction algorithms of the brain mapping community create spurious functional activations. In 17th International Conference on Information Processing in Medical Imaging (M. Insana and R. Leahy, Eds.), pp. 246-258. Springer-Verlag, Berlin.
5. Friston, K., Ashburner, J., Frith, C., Poline, J.-B., Heather, J., and Frackowiak, R. (1995). Spatial registration and normalization of images. Hum. Brain Mapping 2: 165-189.
6. Friston, K., Williams, S., Howard, R., Frackowiak, R., and Turner, R. (1996). Movement-related effects in fMRI time-series. Magn. Reson. Med. 35: 346-355.
7. Hajnal, J., Saeed, N., Oatridge, A., Williams, E., Young, I., and Bydder, G. (1995a). Detection of subtle brain changes using sub-voxel registration and subtraction of serial MR images. J. Comput. Assist. Tomogr. 19(5): 677-691.
8. Hajnal, J., Saeed, N., Soar, E., Oatridge, A., Young, I., and Bydder, G. (1995b). A registration and interpolation procedure for subvoxel matching of serially acquired MR images. J. Comput. Assist. Tomogr. 19(2): 289 -296.
9. Izenman, A. J. (1991). Recent developments in nonparametric density estimation. J. Am. Statis. Assoc. 86(413): 205-224.
10. Jenkinson, M. (1999). Measuring Transformation Error by RMS Deviation. Internal Technical Report TR99MJ1, FMRIB Centre, University of Oxford. Available at www.fmrib.ox.ac.uk/analysis/techrep for downloading.
11. Jenkinson, M., and Smith, S. (2001). A global optimisation method for robust affine registration of brain images. Med. Image Anal. 5 (2): 143-156.
12. Maes, F., Collignon, A., Vandermeulen, D., Marchal, G., and Suetens, P. (1997). Multimodality image registration by maximisation of mutual information. IEEE Trans. Med. Imag. 16(2): 187-198.
13. Maes, F., Vandermeulen, D., and Suetens, P. (1999). Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information. Med. Image Anal. 3(4): 373-386.
14. Maintz, J., and Viergever, M. (1998). A survey of medical image registration. Med. Image Anal. 2(1): 1-36.
15. Press, W., Teukolsky, S., Vetterling, W., and Flannery, B. (1995). Numerical Recipies in C, second ed., Cambridge Univ. Press, Cambridge, UK.
16. Studholme, C., Hill, D., and Hawkes, D. (1996). Automated 3D registration of MR and CT images of the head. Med. Image Anal. 1(2): 163-175.
17. West, J., et al. (1997). Comparison and evaluation of retrospective intermodality brain image registration techniques. J. Comput. Assist. Tomogr. 21(4): 554 -566.
18. Woods, R., Mazziotta, J., and Cherry, S. (1993). MRI-PET registration with automated algorithm. J. Comput. Assist. Tomogr. 17(4): 536-546.
19. Woods, R. P. (1998). Automated Image Registration. Web page. http://www.bishopw.loni.ucla.edu/AIR3/.
20. Woolrich, M., Ripley, B., Brady, J., and Smith, S. (2001). Temporal autocorrelation in univariate linear modelling of FMRI data. NeuroImage 14(6): 1370-1386.