Tractography segmentation using a hierarchical Dirichlet processes mixture model

[1]  John K Kruschke,et al.  Bayesian data analysis. , 2010, Wiley interdisciplinary reviews. Cognitive science.

[2]  Rachid Deriche,et al.  Unsupervised white matter fiber clustering and tract probability map generation: Applications of a Gaussian process framework for white matter fibers , 2010, NeuroImage.

[3]  Noah A. Smith,et al.  Proceedings of NIPS , 2010, NIPS 2010.

[4]  Alan Connelly,et al.  A software tool to generate simulated white matter structures for the assessment of fibre-tracking algorithms , 2009, NeuroImage.

[5]  Nikos Komodakis,et al.  Clustering of the Human Skeletal Muscle Fibers Using Linear Programming and Angular Hilbertian Metrics , 2009, IPMI.

[6]  Rachid Deriche,et al.  Bayesian framework for white matter fibers similarity measure , 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

[7]  Mark W. Woolrich,et al.  Multiple-subjects connectivity-based parcellation using hierarchical Dirichlet process mixture models , 2009, NeuroImage.

[8]  Xiaogang Wang,et al.  Learning motion patterns using hierarchical Bayesian models , 2009 .

[9]  Max Welling,et al.  Asynchronous Distributed Learning of Topic Models , 2008, NIPS.

[10]  R. Deriche,et al.  Simultaneous Manifold Learning and Clustering: Grouping White Matter Fiber Tracts Using a Volumetric White Matter Atlas , 2008, The MIDAS Journal.

[11]  Peter Savadjiev,et al.  Streamline Flows for White Matter Fibre Pathway Segmentation in Diffusion MRI , 2008, MICCAI.

[12]  W. Eric L. Grimson,et al.  Modeling of anatomical information in clustering of white matter fiber trajectories using Dirichlet distribution , 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

[13]  W. Eric L. Grimson,et al.  Trajectory analysis and semantic region modeling using a nonparametric Bayesian model , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[14]  Hayit Greenspan,et al.  Adaptive mean-shift registration of white matter tractographies , 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

[15]  W. Eric L. Grimson,et al.  A unified framework for clustering and quantitative analysis of white matter fiber tracts , 2008, Medical Image Anal..

[16]  Neill W Campbell,et al.  IEEE International Conference on Computer Vision and Pattern Recognition , 2008 .

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

[18]  Jean-Francois Mangin,et al.  High Level Group Analysis of FMRI Data Based on Dirichlet Process Mixture Models , 2007, IPMI.

[19]  Alfred O. Hero,et al.  Fiber Tract Clustering on Manifolds With Dual Rooted-Graphs , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

[20]  Adelino R. Ferreira da Silva,et al.  A Dirichlet process mixture model for brain MRI tissue classification , 2007, Medical Image Anal..

[21]  Padhraic Smyth,et al.  Hierarchical Dirichlet Processes with Random Effects , 2006, NIPS.

[22]  Michael I. Jordan,et al.  Hierarchical Dirichlet Processes , 2006 .

[23]  Michael I. Jordan,et al.  Variational inference for Dirichlet process mixtures , 2006 .

[24]  P. Hagmann,et al.  Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging , 2005, Magnetic resonance in medicine.

[25]  Anna Vilanova,et al.  Evaluation of fiber clustering methods for diffusion tensor imaging , 2005, VIS 05. IEEE Visualization, 2005..

[26]  John D. E. Gabrieli,et al.  Knowledge-Based Classification of Neuronal Fibers in Entire Brain , 2005, MICCAI.

[27]  W. Eric L. Grimson,et al.  Automated Atlas-Based Clustering of White Matter Fiber Tracts from DTMRI , 2005, MICCAI.

[28]  W. Eric L. Grimson,et al.  Efficient Population Registration of 3D Data , 2005, CVBIA.

[29]  J. Thiran,et al.  Fiber tracts of high angular resolution diffusion MRI are easily segmented with spectral clustering. , 2005 .

[30]  D. Tuch Q‐ball imaging , 2004, Magnetic resonance in medicine.

[31]  Carl-Fredrik Westin,et al.  Clustering Fiber Traces Using Normalized Cuts , 2004, MICCAI.

[32]  I. Corouge,et al.  Analysis of brain white matter via fiber tract modeling , 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[33]  A. Anderson,et al.  Classification and quantification of neuronal fiber pathways using diffusion tensor MRI , 2003, Magnetic resonance in medicine.

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

[35]  P. Basser,et al.  In vivo fiber tractography using DT‐MRI data , 2000, Magnetic resonance in medicine.

[36]  M. Raichle,et al.  Tracking neuronal fiber pathways in the living human brain. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[37]  Michael I. Jordan Graphical Models , 2003 .

[38]  P. Batchelor,et al.  International Society for Magnetic Resonance in Medicine , 1997 .

[39]  P. Basser,et al.  MR diffusion tensor spectroscopy and imaging. , 1994, Biophysical journal.

[40]  J. Sethuraman A CONSTRUCTIVE DEFINITION OF DIRICHLET PRIORS , 1991 .

[41]  D. Aldous Exchangeability and related topics , 1985 .

[42]  T. Ferguson A Bayesian Analysis of Some Nonparametric Problems , 1973 .