Papers

Journal Papers

  1. Côté, M-A., and H. Larochelle. An Infinite Restricted Boltzmann Machine. Neural Computation, Under review.
  2. Côté, M-A., G. Girard, A. Boré, E. Garyfallidis, J-C. Houde, and M. Descoteaux. Tractometer: Towards Validation of Tractography Pipelines. Medical Image Analysis, 17 (7): 844-857, 2013 [URL]

International Conference Proceedings

  1. Côté, M-A., E. Garyfallidis, H. Larochelle, and M. Descoteaux. Cleaning up the mess: tractography outlier removal using hierarchical QuickBundles clustering. International Society of Magnetic Resonance in Medicine (ISMRM), Toronto, Canada. 2015.
  2. E. Garyfallidis, M.-A. Côté, J. Hau, G. Perchey, L. Petit, S. C. Cunnanne and M. Descoteaux Recognition of bundles in healthy and severely diseased brains. International Society of Magnetic Resonance in Medicine (ISMRM), Toronto, Canada. 2015.
  3. J.-C. Houde, Côté, M-A., and M. Descoteaux. How to avoid biased streamlines-based metrics for streamlines with variable step sizes. International Society of Magnetic Resonance in Medicine (ISMRM), Toronto, Canada. 2015.
  4. A. Chekir, M. Descoteaux, E. Garyfallidis, M.-A. Côté and F. Oulebsir-Boumghar A Hybrid Approach for Optimal Automatic Segmentation of White Matter Tracts in HARDI. IEEE Conference on Biomedical Engineering and Sciences, 2014.
  5. Côté, M-A., A. Boré, G. Girard, J-C. Houde, and M. Descoteaux. Tractometer : Online evaluation system for tractography. Medical Image Computing and Computer Assisted Intervention (MICCAI), October. Nice, France. 698-705. LNCS , 7510, 2012. [PDF]

Abstracts

Research Reports

  1. Côté, M.-A., Girard, G., Wang, S. et Descoteaux, M. Clustering of white matter fibers by the wavelet transforms and string matching. Technical Report #32, Dept. d’info, Université de Sherbrooke, August 2010. [PDF]

Thesis

  1. Côté, M.-A., Wang, S. et Descoteaux, M. Segmentation des fibres de la matière blanche Master's Thesis, Dept. d’info, Université de Sherbrooke, November 2012. [PDF]