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Publications 2010
  1. [journal] I. Kezele, M. Descoteaux, C. Poupon, F. Poupon, J-F. Mangin Spherical Wavelet Transform for ODF Sharpening. Medical Image Analysis, Accepted in January 2010. [ HTML ] [ PDF]
  2. [abstract] M. Descoteaux, C. G. Koay, P. J. Basser, R. Deriche. Analytical Q-Ball Imaging with Optimal Regularizatio. ISMRM 18th Scientific Meeting and Exhibition, Stockholm, Sweden, May 2010. [ PDF]
  3. [abstract] V. Prckovska, A. Vilanova, C. Poupon, B. M. ter Haar Romeny, M. Descoteaux. Classification of non-Gaussian diffusion profiles for HARDI data simplification. ISMRM 18th Scientific Meeting and Exhibition, Stockholm, Sweden, May 2010. [ PDF]
  4. [abstract] J. Cohen-Adad, J. A. McNab, T. Benner, M. Descoteaux, A. Mareyam, V. J. Wedeen, L. L. Wald Improving high-resolution Q-Ball imaging with a head insert gradient: Bootstrap and SNR analysis ISMRM 18th Scientific Meeting and Exhibition, Stockholm, Sweden, May 2010. [ PDF]
  5. [abstract] M. Sharman, J. Cohen-Adad, M. Descoteaux, A. , H.e, H. Benali, S Lehericy Impact of Outliers in DTI and Q-Ball Imaging - Clinical Implications and Correction Strategies ISMRM 18th Scientific Meeting and Exhibition, Stockholm, Sweden, May 2010. [ PDF]
  6. [abstract] C. Poupon, L. Laribiere, G. Tournier, J Bernard, D. Fournier, P. Fillard, M. Descoteaux, J-F. Mangin. A Diffusion Hardware Phantom Looking Like a Coronal Brain Slice ISMRM 18th Scientific Meeting and Exhibition, Stockholm, Sweden, May 2010.
 
Publications 2009
  1. [journal] R. Deriche, J. Calder, M. Descoteaux. Optimal Real-Time Q-Ball Imaging Using Regularized Kalman Filtering with Incremental Orientation Sets. Medical Image Analysis, Volume 13, Issue 4, August 2009, Pages 564-579. [ HTML ] [ PDF]
  2. [Journal] C. Delmaire, M. Vidailhet, D. Wassermann, M. Descoteaux, R. Valabregue, F. Bourdin, C. Lenglet, S. Sangla, A. Terrier, R. Deriche, S. Lehéricy. Diffusion Abnormalities in the Primary Sensorimotor Pathways in Writer's Cramp. Archives of Neurology, Volume 66, Issue 4, April 2009, Pages 502-508. [ PDF]
  3. [Journal] C. Lenglet, J.S.W. Campbell, M. Descoteaux, G. Haro, P. Savadjiev, D. Wassermann, A. Anwander, R. Deriche, G.B. Pike, G. Sapiro, K. Siddiqi and P. Thompson. Mathematical Methods for Diffusion MRI Processing. NeuroImage - special issue on Mathematics in Brain Imaging, Volume 45, Issue 1, Supplement 1, March 2009, Pages S111-S122. [ HTML ] [ PDF]
  4. [Journal] M. Descoteaux, R. Deriche, T. Knoesche and A. Anwander. Deterministic and Probabilistic Tractography Based on Complex Fiber Orientation Distributions. IEEE Transactions in Medical Imaging, Volume 28, Issue 2, Febuary 2009, Pages 269-286. [ HTML] [ PDF]
  5. [Journal] M. Descoteaux and R. Deriche. High Angular Resolution Diffusion MRI Segmentation Using Region-Based Statistical Surface Evolution. Journal of Mathetical Imaging in Vision, special issue on Mathematics in Image Analysis , Volume 33, Number 2, Feburary 2009, Pages 239-252. [ HTML] [ PDF]
  6. [Proceedings] M. Descoteaux, R. Deriche, D. Le Bihan, J-F. Mangin, C. Poupon. Diffusion Propagator Imaging: Using Laplace's Equation and Multiple Shell Acquisitions to Reconstruct the Diffusion Propagator. Information Processing in Medical Imaging (IPMI) 2009 , Virginie, USA, Lecture Notes in Computer Science (LNCS) 5636, Pages 1-13, July 2009. [ PDF ]
  7. [Proceedings] M. Péchaud, R. Keriven, {\bf M. Descoteaux}. Brain Connectivity using Geodesics in HARDI. Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2009 , Londres, Angleterre, Septembre 2009, in press.
  8. [Proceedings] T-S. Yo, A. Anwander, {\bf M. Descoteaux}, P. Fillard, C. Poupon, T.R. Knosche. Quantify Brain Connectivity: a Comparative Study of Tractography. Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2009 , Londres, Angleterre, Septembre 2009, in press.
  9. [abstract] M. Descoteaux, R. Deriche, D. Le Bihan, J-F. Mangin, C. Poupon. Diffusion propagator imaging: a novel technique for reconstructing the diffusion propagator from multiple shell acquisitions. ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 364. [ PDF]
  10. [abstract] M. Descoteaux, K-H. Cho, Y-P. Chao, C-H. Yeh, J-F. Mangin, C-P. Lin, C. Poupon. Diffusion Propagator Imaging (DPI): an alternative to Diffusion Spectrum Imaging (DSI). ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 1391. [ PDF]
  11. [abstract] M. Descoteaux, N. Wiest-Daesslé, S. Prima, C. Barillot, R. Deriche, J-F. Mangin, C. Poupon. NEX or no NEX? A high angular resolution diffusion imaging study. ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 1398. [ PDF]
  12. [abstract] M. Descoteaux, J. Calder, C. Poupon, F. Poupon, R. Deriche. Optimal real-time q-ball imaging with incremental recursive orientation sets. ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 3539. [ PDF]
  13. [abstract] C. Poupon, C. J. Wiggins, M. Descoteaux, T. Feiweier, J-F. Mangin D. Le Bihan. Millimeter analytical Q-ball fiber density function for a better separation of fiber populations at 7T. ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 1400. [ PDF]
  14. [abstract] I. Kezele, M. Descoteaux, C. Poupon, P. Abrial, F. Poupon J-F Mangin. Multiresolution decomposition of HARDI and ODF profiles using spherical wavelets. ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 1384. [ PDF]
  15. [abstract] A Ghosh, E Tsigaridas, M. Descoteaux, R Deriche. A Polynomial Based Approach to Extract Fiber Directions from the ODF, and its Experimental Validation. ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 1389. [ PDF]
  16. [abstract] J. Cohen-Adad, H. Leblond, A. Ghosh, M. Descoteaux, R. Deriche, H. Benali, S. Rossignol. Evaluation of q-ball metrics for assessing the integrity of the injured spinal cord. ISMRM 17th Scientific Meeting and Exhibition, Honolulu, Hawaii, April 2009, Page 638. [ PDF]
  17. [ResearchReport] R. Deriche, J. Calder and M. Descoteaux Optimal Real-Time QBI using Regularized Kalman Filtering with Incremental Orientation Sets. INRIA Research Report 6793, January 2009. [ PDF] [ HTML ]
 
Publications 2008
  1. [Ph.D. thesis] High Angular Resolution Diffusion MRI: From Local Estimation to Segmentation and Tractography. PhD Thesis, Universite de Nice - Sophia Antipolis, Febuary 2008.[ PDF] © Maxime Descoteaux.
  2. [Journal] M. Descoteaux and R. Deriche. Mapping neuronal fiber crossings in the human brain. SPIE Newsroom , August 2008. DOI: 10.1117/2.1200807.1205 [ HTML] [ PDF]
  3. [Journal] M. Descoteaux, L. Collins and K. Siddiqi. A Multi-Scale Geometric Flow for Segmenting Vasculature in MRI : Theory and Validation. Medical Image Analysis Volume 12, Issue 4, August 2008, Pages 497-513. [ HTML] [ PDF]
  4. [Journal] J. Cohen-Adad, M. Descoteaux, S. Rossignol, R. D Hoge, R. Deriche and H. Benali. Detection of multiple pathways in the spinal cord using q-ball imaging , NeuroImage, Volume 42, Issue 2, 15 August 2008, Pages 739-749. [ HTML ] [ PDF]
  5. [Journal] P. Savadjiev, J. S.W. Campbell, M. Descoteaux, R. Deriche, G. B. Pike and K. Siddiqi. Labeling of ambiguous sub-voxel fibre bundle configurations in high angular resolution diffusion MRI. NeuroImage, Volume 41, Issue 1, Pages 58-68, 2008. [ HTML] [ PDF]
  6. [Journal] D. Wassermann, M. Descoteaux and R. Deriche. Diffusion Maps Clustering for Magnetic Resonance Q-Ball Imaging Segmentation. International Journal on Biomedical Imaging, special issue on Recent Advances in NeuroImaging Methodology , Volume 2008, 2008. [ HTML] [ PDF]
  7. [Proceedings] M. Descoteaux, N. Wiest-Daesslé, S. Prima, C. Barillot and R. Deriche. Impact of Rician Adapted Non-Local Means Filtering on HARDI, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2008, New York, USA, September 2008. [ PDF ]
  8. [Proceedings] A. Ghosh, M. Descoteaux and R. Deriche. Riemannian Framework for estimating Symmetric Positive Definite 4th Order Diffusion Tensors, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2008, New York, USA, September 2008. [ PDF ]
  9. [Proceedings] I. Kezele, M. Descoteaux, C. Poupon, P. Abrial, F. Poupon and J-F Mangin Multiresolution decomposition of HARDI and ODF profiles using spherical wavelets. Workshop on Computational Diffusion MRI, held in conjunction with the MICCAI 2008 conference, New York, USA, September 2008. [ PDF]
  10. [Proceedings] A. Ghosh, E. Tsigaridas, M. Descoteaux, P. Comon, B. Mourrain and R. Deriche A polynomial based approach to extract the maxima of an antipodally symmetric spherical function and its application to extract directions from the Orientation Distribution Function in Diffusion MRI. Workshop on Computational Diffusion MRI, held in conjunction with the MICCAI 2008 conference, New York, USA, September 2008. [ PDF]
  11. [Proceedings] J. Cohen-Adad, M. Descoteaux, S. Rossignol, R. D. Hoge, R. Deriche and H. Benali. Detection of Multiple Pathways in the Spinal Cord White Matter Using Q-Ball Imaging. 5th IEEE International Symposium on Biomedical Imaging : From Nano to Macro (ISBI'08), Paris, France, May 2008. [ PDF]
  12. [abstract] J. Cohen-Adad, M. Descoteaux, G. Barriere, R. Hoge, R. Deriche, H. Benali and S. Rossignol. Characterization of the healthy and injured spinal cord using q-ball imaging, White Matter Workshop: Pathogenisis and Mechanisms of White Matter Injury. Krakow, Poland, September 2008. [ HTML ] [ DOC]
  13. [abstract] A. Ghosh, M. Descoteaux and R. Deriche. 4th Order Diffusion Tensor Estimation and Application. ISMRM 16th Scientific Meeting and Exhibition, Toronto, Canada, May 2008. [ PDF ]
  14. [abstract] J. Cohen-Adad, M. Descoteaux, R. Deriche, S. Rossignol, R. D. Hoge and H. Benali. Q-Ball Imaging of the Spinal Cord. ISMRM 16th Scientific Meeting and Exhibition, Toronto, Canada, May 2008. [ PDF ]
  15. [abstract] C. Delmaire, M. Vidailhet, M. Descoteaux, D.Wassermann, F. Bourdain, C. Lenglet, S. Sangla, A. Terrier, R. Deriche and S. Leh«ericy. Diffusion Tensor Imaging of White Matter Abnormalities in Patients with Writer's Cramp. ISMRM 16th Scientific Meeting and Exhibition, Toronto, Canada, May 2008. [ PDF ]
 
Publications 2007
  1. [Journal] M. Descoteaux, E. Angelino, S. Fitzgibbons, R. Deriche Regularized, Fast and Robust Analytical Q-Ball Imaging, Magnetic Resonance in Medicine, Volume 58, Issue 3, August 2007 Pages 497-510. [ HTML] [ PDF] © Wiley.
  2. [Journal] Ingerid Reinertsen, Maxime Descoteaux, Kaleem Siddiqi, Louis Collins. Validation of Vessel-Based Registration for Correction of Brain Shift Medical Image Analysis , Volume 11, Pages 374-388, 2007. [ PDF] © Elsevier.
  3. [Proceedings] M. Descoteaux and R. Deriche Segmentation of Q-Ball Images Using Statistical Surface Evolution, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2007 Brisbane, Australia, October 2007. [ PDF] © Springer.
  4. [Proceedings] D. Wassermann, M. Descoteaux and R. Deriche Diffusion Maps Segmentation of Magnetic Resonance Q-Ball Imaging Mathematical Methods in Biomedical Image Analysis (MMBIA) Workshop 2007, held at the 11th International Conference on Computer Vision (ICCV), Rio, Bresil, October 2007. [ PDF] © by Springer-Verlag.
  5. [Proceedings] R. Deriche and M. Descoteaux Splitting Tracking through crossing fibers: Multidirectional Q-Ball Tracking, 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'07) , Arlington, Virginia, USA, April 2007. [ PDF]
  6. [Proceedings] M. Descoteaux, P. Savadjiev, J. Campbell, G. B. Pike, K. Siddiqi, and R. Deriche Validation and Comparison of Analytical Q-Ball Imaging Methods, 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'07) , Arlington, Virginia, USA, April 2007. [ PDF]
  7. [Proceedings] M. Descoteaux, R. Deriche and C. Lenglet Diffusion Tensor Sharpening Improves White Matter Tractography SPIE Image Processing: Medical Imaging, San Diego, California, USA, Febuary 2007. [ PDF]
  8. [abstract] A. Anwander, M. Descoteaux and R. Deriche Probabilistic Q-Ball Tractography Solves Crossings of Callosal Fibers. Human Brain Mapping Conference, Chicago, USA, June 2007. [ PDF ]
  9. [abstract] M. Descoteaux and R. Deriche Sharpening Improves Clinically Feasible Q-Ball Imaging Reconstructions. Joint Annual Meeting ISMRM-ESMRMB, Berlin, Germany, May 19-25th 2007. [ official PDF], [ my PDF ] © Wiley.
  10. [abstract] P. Savadjiev, Jennifer Campbell, M. Descoteaux, R. Deriche, G. B. Pike, and K. Siddiqi Disambiguation of Complex Subvoxel Fibre Configurations in High Angular Resolution Fibre Tractography. Joint Annual Meeting ISMRM-ESMRMB, Berlin, Germany, May 19-25th 2007. [ PDF] © Wiley.
  11. [ResearchReport] M. Descoteaux, R. Deriche and A. Anwander. Deterministic and Probabilistic Q-Ball Tractography: from Diffusion to Sharp Fiber Distributions. INRIA Research Report 6273, August 2007. [ PDF]
  12. [ResearchReport] M. Descoteaux and R. Deriche. Q-Ball Images Segmentation Using Region-Based Statistical Surface Evolution. INRIA Research Report 6257, July 2007. [ PDF]
 
Publications 2006
  1. [Journal] Maxime Descoteaux, Elaine Angelino, Shaun Fitzgibbons, Rachid Deriche Apparent Diffusion Coefficients from High Angular Resolution Diffusion Images: Estimation and Applications Magnetic Resonance in Medicine Volume 56, Issue 2, June 2006, Pages 395-410. [ HTML] [ PDF] © Wiley.
  2. [Journal] Maxime Descoteaux, Michel Audette, Kiyoyuki Chinzei, Kaleem Siddiqi Bone Enhancement Filtering: Application to Sinus Bone Segmentation and Simulation of Pituitary Gland Surgery Computer Aided Surgery Volume 11, Issue 5, September 2006, Pages 247-255. [ PDF] © Wiley.
  3. [Proceedings] Maxime Descoteaux, Elaine Angelino, Shaun Fitzgibbons, Rachid Deriche A Fast and Robust ODF Estimation Algorithm in Q-Ball Imaging International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'06) , Pages 81-84, April 2006. [ PDF]
  4. [Proceedings] Maxime Descoteaux, Elaine Angelino, Shaun Fitzgibbons, Rachid Deriche Apparent Diffusion Profile Estimation From High Angular Resolution Diffusion Images SPIE Image Processing: Medical Imaging, Febuary 2006. [ PDF]
  5. [abstract] Maxime Descoteaux, Rachid Deriche , Peter Savadjiev, Jennifer Campbell, Bruce Pike, and Kaleem Siddiqi. Analytic ODF Estimation and Validation in Q-Ball Imaging. 12th annual meeting of the Organization for Human Brain Mapping (HBM), Florence, Italie, June 11-15th 2006. [ Abstract ][ poster ]
 
Publications 2005 and older
  1. [Proceedings] Maxime Descoteaux, Michel Audette, Kiyoyuki Chinzei, Kaleem Siddiqi Bone enhancement filtering: application to sinus bone segmentation and simulation of pituitary surgery Medical Image Computing and Computer Assisted Intervention (MICCAI) 2005, Palm Springs, California, USA, October 2005, pages 9-16. [ PDF] © 2005 by Springer-Verlag. [ MICCAI talk ]
  2. [Proceedings] Maxime Descoteaux, Louis Collins, & Kaleem Siddiqi Geometric Flows for Segmenting Vasculature in MRI: Theory and Validation. Medical Image Computing and Computer Assisted Intervention (MICCAI) 2004, St-Malo, France, September 2004. [ PDF] © 2004 by Springer-Verlag.
  3. [Proceedings] Maxime Descoteaux, Louis Collins, & Kaleem Siddiqi A Multi-Scale Geometric Flow for Segmenting Vasculature in MRI. Computer Vision Approaches to Medical Image Analysis (CVAMIA) and Mathematical Methods in Biomedical Image Analysis (MMBIA) Workshop 2004 , held in conjunction with the 8th European Conference on Computer Vision (ECCV), Prague, May 2004. [ PDF] © 2004 by Springer-Verlag. Blood Vessel Segmentation Animation [ MPEG ] Phase Contrast Angiogram Segmentation movie [ animated GIF ] [ avi ] Pronton Density weighted MRI Segmentation movie [ animated GIF ] [ avi ]
  4. [Proceedings] Ingerid Reinertsen, Maxime Descoteaux, Simon Drouin, Kaleem Siddiqi, & Louis Collins Vessel Driven Correction of Brain Shift Medical Image Computing and Computer Assisted Intervention (MICCAI) 2004, St-Malo, France, September 2004. [ PDF] © 2004 by Springer-Verlag.
  5. [Proceedings] M. Chakravarty, G. Bertrand, M. Descoteaux, A.F. Sadikot, L. Collins The Creation of a Brain Atlas for Image Guided Neorosurgery using Serial Histological Data. Proceedings on Medical Image Computing and Computer-Assisted Interventions (MICCAI) 2003 , Montreal, September 2003. [ PDF] © 2003 by Springer-Verlag.
  6. [ResearchReport] Maxime Descoteaux, Elaine Angelino, Shaun Fitzgibbons, Rachid Deriche A Linear and Regularized ODF estimation algorithm to recover multiple fibers in Q-Ball Imaging. INRIA Research Report 5768, November 2005. [ HTML] [ PDF]
  7. [ResearchReport] Maxime Descoteaux, Elaine Angelino, Shaun Fitzgibbons, Rachid Deriche Apparent Diffusion Coefficients from High Angular Resolution Diffusion Images: Estimation and Applications. INRIA Research Report 5681, September 2005. [ HTML] [ PDF]
  8. [ResearchReport] Maxime Descoteaux Affine and Euclidean Geometric Heat Equation for Anisotropic Smoothing. Technical Report, McGill University, Montreal, April 2003. [ PDF]
  9. [M.Sc. thesis] A Multi-Scale Geometric Flow for Segmenting Vasculature in MRI: Theory and Validation. Master's Thesis, School Of Computer Science, McGill University, June 2004.[ PDF] © Maxime Descoteaux.
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