A GPU accelerated interactive interface for exploratory functional connectivity analysis of FMRI data

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2011, Pages 1589-1592

  Eklund, Anders ^a   Friman, Ola ^b   Andersson, Mats ^a   Knutsson, Hans ^a  

^a LINKÖPING UNIVERSITY   (Sweden)

^b FRAUNHOFER MEVIS   (Germany)

Author keywords

fMRI; functional connectivity; GPU; MeVisLab; OpenCL

Indexed keywords

FMRI; FUNCTIONAL CONNECTIVITY; GPU; MEVISLAB; OPENCL;

COMPUTER GRAPHICS; IMAGE PROCESSING; PROGRAM PROCESSORS; TIME SERIES; VOLUME RENDERING;

COMPUTER GRAPHICS EQUIPMENT;

EID: 84856258779     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6115753     Document Type: Conference Paper

References (11)

1. P. Hagmann, J.P. Thiran, L. Jonasson, P. Vandergheynst, S. Clarke, P. Maeder, and R. Meuli, "DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection," NeuroImage, vol. 19, pp. 545-554, 2003. (Pubitemid 36918201)
2. B. Biswal, F.Z. Yetkin, V.M. Haughton, and J.S. Hyde, "Functional connectivity in the motor cortex of resting state human brain using echo-planar MRI," Magnetic Resonance in Medicine, vol. 34, pp. 537-541, 1995.
3. K.J. Friston, L. Harrison, and W. Penny, "Dynamic causal modelling," NeuroImage, vol. 19, pp. 1273-1302, 2003.
4. D. Gembris, M. Neeb, M. Gipp, A. Kugel, and R.Männer, "Correlation analysis on GPU systems using NVIDIA's CUDA," Journal of real-time image processing, pp. 1-6, 2010.
5. F. Heckel, M. Schwier, and H-O Peitgen, "Object oriented application development with MeVisLab and Python," Lecture Notes in Informatics (Informatik 2009: Im Focus das Leben), vol. 154, pp. 1338-1351, 2009.
6. A. Eklund, M. Andersson, and H. Knutsson, "Phase based volume registration using CUDA," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010, 2010, pp. 658-661.
7. H. K. Hahn and H.-O. Peitgen, "The skull stripping problem in MRI solved by a single 3D watershed transform,"in In Proceedings of the Third International Conference on Medical Image Computing and Computer- Assisted Intervention (MICCAI), 2000, pp. 134-143.
8. K.J.Worsley, J. Cao, T. Paus, M. Petrides, and A. Evans, "Applications of random field theory to functional connectivity,"Human Brain Mapping, vol. 6, pp. 364-367, 1998. (Pubitemid 28460593)
9. H. Hotelling, "Relation between two sets of variates, "Biometrika, vol. 28, pp. 322-377, 1936.
10. O. Friman, J. Carlsson, P. Lundberg, M. Borga, and H. Knutsson, "Detection of neural activity in functional MRI using canonical correlation analysis," Magnetic Resonance in Medicine, vol. 45, no. 2, pp. 323-330, 2001. (Pubitemid 32119016)
11. D. Cordes, V.M. Haughton, K. Arfanakis, G.J. Wendt, P.A. Turski, C.H. Moritz, M.A. Quigley, and M.E. Meyerand, "Mapping functionally related regions of brain with functional connectivity MR imaging," American Journal of Neuroradiology, vol. 21, pp. 1636-1644, 2000.