Fiber tracking in q-ball fields using regularized particle trajectories

作者: M. Perrin , C. Poupon , Y. Cointepas , B. Rieul , N. Golestani

DOI: 10.1007/11505730_5

关键词:

摘要: Most of the approaches dedicated to fiber tracking from diffusion-weighted MR data rely on a tensor model. However, model can only resolve single orientation within each imaging voxel. New emerging have been proposed obtain better representation diffusion process occurring in crossing. In this paper, we adapt algorithm q-ball representation, which results spherical Radon transform high angular resolution data. This is based Monte-Carlo strategy, using regularized particle trajectories sample white matter geometry. The method validated phantom bundle crossing made up haemodialysis fibers. also applied detection auditory tract three human subjects.

参考文章(28)
D.S. Tuch, V.J. Wedeen, T.G. Reese, D. Chessler, M.R. Weigel, R.M. Weiskoff, J.-G. Dou, Mapping fiber orientation spectra in cerebral white matter with Fourier-transform diffusion MRI ,(2000)
David Solomon Tuch, Diffusion MRI of complex tissue structure Massachusetts Institute of Technology. ,(2002)
Christophe Lenglet, Rachid Deriche, Olivier Faugeras, Inferring White Matter Geometry from Diffusion Tensor MRI: Application to Connectivity Mapping european conference on computer vision. pp. 127- 140 ,(2004) , 10.1007/978-3-540-24673-2_11
Mats Björnemo, Anders Brun, Ron Kikinis, Carl-Fredrik Westin, Regularized Stochastic White Matter Tractography Using Diffusion Tensor MRI medical image computing and computer assisted intervention. pp. 435- 442 ,(2002) , 10.1007/3-540-45786-0_54
Geoff J. M. Parker, Daniel C. Alexander, Probabilistic Monte Carlo based mapping of cerebral connections utilising whole-brain crossing fibre information. information processing in medical imaging. ,vol. 18, pp. 684- 695 ,(2003) , 10.1007/978-3-540-45087-0_57
P.J. Basser, J. Mattiello, D. LeBihan, MR diffusion tensor spectroscopy and imaging. Biophysical Journal. ,vol. 66, pp. 259- 267 ,(1994) , 10.1016/S0006-3495(94)80775-1
David S. Tuch, Q‐ball imaging Magnetic Resonance in Medicine. ,vol. 52, pp. 1358- 1372 ,(2004) , 10.1002/MRM.20279
C. M. Leonard, C. Puranik, J. M. Kuldau, L. J. Lombardino, Normal variation in the frequency and location of human auditory cortex landmarks. Heschl's gyrus: where is it? Cerebral Cortex. ,vol. 8, pp. 397- 406 ,(1998) , 10.1093/CERCOR/8.5.397
J.-F. Mangin, C. Poupon, Y. Cointepas, D. Rivière, D. Papadopoulos-Orfanos, C. A. Clark, J. Régis, D. Le Bihan, A framework based on spin glass models for the inference of anatomical connectivity from diffusion-weighted MR data - a technical review NMR in Biomedicine. ,vol. 15, pp. 481- 492 ,(2002) , 10.1002/NBM.780
David S. Tuch, Timothy G. Reese, Mette R. Wiegell, Van J. Wedeen, Diffusion MRI of Complex Neural Architecture Neuron. ,vol. 40, pp. 885- 895 ,(2003) , 10.1016/S0896-6273(03)00758-X