Filtered Tractography: State estimation in a constrained subspace

Presented at DMFC 2009, MICCAI 2009 Workshop on Diffusion Modelling and the Fibre Cup, London, UK, September 24, 2009.

[1]  Nicholas Ayache,et al.  The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration , 1998, MICCAI.

[2]  Yihong Yang,et al.  How accurately can the diffusion profiles indicate multiple fiber orientations? A study on general fiber crossings in diffusion MRI. , 2006, Journal of magnetic resonance.

[3]  Guido Gerig,et al.  Probabilistic Fiber Tracking Using Particle Filtering and Von Mises-Fisher Sampling , 2007, EMMCVPR.

[4]  Kalvis M. Jansons,et al.  Persistent angular structure: new insights from diffusion magnetic resonance imaging data , 2003 .

[5]  Baba C. Vemuri,et al.  A Unified Computational Framework for Deconvolution to Reconstruct Multiple Fibers From Diffusion Weighted MRI , 2007, IEEE Transactions on Medical Imaging.

[6]  Peter J. Basser,et al.  Spectral decomposition of a 4th-order covariance tensor: Applications to diffusion tensor MRI , 2007, Signal Process..

[7]  Baba C. Vemuri,et al.  Resolution of complex tissue microarchitecture using the diffusion orientation transform (DOT) , 2006, NeuroImage.

[8]  Leonid Zhukov,et al.  Oriented tensor reconstruction: tracing neural pathways from diffusion tensor MRI , 2002, IEEE Visualization, 2002. VIS 2002..

[9]  Yijun Liu,et al.  Using multiple tensor deflection to reconstruct white matter fiber traces with branching , 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

[10]  Rachid Deriche,et al.  Deterministic and Probabilistic Q-Ball Tractography: from Diffusion to Sharp Fiber Distributions , 2007 .

[11]  A. Leemans,et al.  A new approach to fully automated fiber tract clustering using affinity propagation , 2009 .

[12]  Guido Gerig,et al.  Probabilistic Fiber Tracking Using Particle Filtering and Von Mises-Fisher Sampling , 2007, EMMCVPR.

[13]  Thomas R. Knösche,et al.  Parametric spherical deconvolution: Inferring anatomical connectivity using diffusion MR imaging , 2007, NeuroImage.

[14]  D. Parker,et al.  Analysis of partial volume effects in diffusion‐tensor MRI , 2001, Magnetic resonance in medicine.

[15]  Carl-Fredrik Westin,et al.  Regularized Stochastic White Matter Tractography Using Diffusion Tensor MRI , 2002, MICCAI.

[16]  Rachid Deriche,et al.  Deterministic and Probabilistic Q-Ball Tractography: from Diffusion to Sharp Fiber Distribution , 2007 .

[17]  Delbert Dueck,et al.  Clustering by Passing Messages Between Data Points , 2007, Science.

[18]  Alan Connelly,et al.  Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution , 2004, NeuroImage.

[19]  N. Makris,et al.  High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity , 2002, Magnetic resonance in medicine.

[20]  Hans-Peter Seidel,et al.  Estimating Crossing Fibers: A Tensor Decomposition Approach , 2008, IEEE Transactions on Visualization and Computer Graphics.

[21]  D. Simon,et al.  Kalman filtering with inequality constraints for turbofan engine health estimation , 2006 .

[22]  Jeffrey K. Uhlmann,et al.  Corrections to "Unscented Filtering and Nonlinear Estimation" , 2004, Proc. IEEE.

[23]  Carl-Fredrik Westin,et al.  Automatic Tractography Segmentation Using a High-Dimensional White Matter Atlas , 2007, IEEE Transactions on Medical Imaging.

[24]  Daniel C. Alexander,et al.  Persistent Angular Structure: New Insights from Diffusion MRI Data. Dummy Version , 2003, IPMI.

[25]  Jean-Francois Mangin,et al.  Real-time MR diffusion tensor and Q-ball imaging using Kalman filtering , 2008, Medical Image Anal..

[26]  Mark W. Woolrich,et al.  Probabilistic diffusion tractography with multiple fibre orientations: What can we gain? , 2007, NeuroImage.

[27]  L. M. Auer,et al.  Fiber Tracking from DTI Using Linear State Space Models: Detectability of the Pyramidal Tract , 2002, NeuroImage.

[28]  Carl-Fredrik Westin,et al.  Geometrically constrained two-tensor model for crossing tracts in DWI. , 2006, Magnetic resonance imaging.

[29]  A. Anderson.  Measurement of fiber orientation distributions using high angular resolution diffusion imaging , 2005, Magnetic resonance in medicine.

[30]  B W Kreher,et al.  Multitensor approach for analysis and tracking of complex fiber configurations , 2005, Magnetic resonance in medicine.