Sylvain Bouix

Orcid: 0000-0003-1326-6054

According to our database1, Sylvain Bouix authored at least 66 papers between 1999 and 2024.

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Bibliography

2024
MultiGradICON: A Foundation Model for Multimodal Medical Image Registration.
Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024

uniGradICON: A Foundation Model for Medical Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Inverse Consistency by Construction for Multistep Deep Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2020
Agglomerative Region-Based Analysis.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Retrospective harmonization of multi-site diffusion MRI data acquired with different acquisition parameters.
NeuroImage, 2019

2018
A comparison of three fiber tract delineation methods and their impact on white matter analysis.
NeuroImage, 2018

2017
Subject-specific abnormal region detection in traumatic brain injury using sparse model selection on high dimensional diffusion data.
Medical Image Anal., 2017

Pairwise, Ordinal Outlier Detection of Traumatic Brain Injuries.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

"Evaluating Acquisition Time of rfMRI in the Human Connectome Project for Early Psychosis. How Much Is Enough?".
Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017

2016
Inter-site and inter-scanner diffusion MRI data harmonization.
NeuroImage, 2016

Statistical shape analysis using 3D Poisson equation - A quantitatively validated approach.
Medical Image Anal., 2016

2015
A Kalman Filtering Perspective for Multiatlas Segmentation.
SIAM J. Imaging Sci., 2015

Shape analysis based on depth-ordering.
Medical Image Anal., 2015

Sparse model learning for high dimensional diffusion MRI data in traumatic brain injury.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Sample Size Estimation for Outlier Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014
Statistical Shape Analysis of Neuroanatomical Structures via Level-Set-based Shape Morphing.
SIAM J. Imaging Sci., 2014

Fusion of white and gray matter geometry: A framework for investigating brain development.
Medical Image Anal., 2014

Interpolation of longitudinal shape and image data via optimal mass transport.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

A framework for joint image-and-shape analysis.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Depth-Based Shape-Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Signed poisson map for shape analysis.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Sparse Texture Active Contour.
IEEE Trans. Image Process., 2013

Combining Surface and Fiber Geometry: An Integrated Approach to Brain Morphology.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Filtering in the Diffeomorphism Group and the Registration of Point Sets.
IEEE Trans. Image Process., 2012

Longitudinal loss of gray matter volume in patients with first-episode schizophrenia: DARTEL automated analysis and ROI validation.
NeuroImage, 2012

A 3D interactive multi-object segmentation tool using local robust statistics driven active contours.
Medical Image Anal., 2012

Multi-scale Characterization of White Matter Tract Geometry.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Synthesis of Realistic Subcortical Anatomy with Known Surface Deformations.
Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012

Statistical Shape Analysis for Population Studies via Level-Set Based Shape Morphing.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
Stochastic tractography study of Inferior Frontal Gyrus anatomical connectivity in schizophrenia.
NeuroImage, 2011

Sparse Multi-Shell Diffusion Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

White Matter Bundle Registration and Population Analysis Based on Gaussian Processes.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Local white matter geometry from diffusion tensor gradients.
NeuroImage, 2010

A filtered approach to neural tractography using the Watson directional function.
Medical Image Anal., 2010

Disease classification: a probabilistic approach.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Directional functions for orientation distribution estimation.
Medical Image Anal., 2009

Local White Matter Geometry Indices from Diffusion Tensor Gradients.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Retrieving articulated 3-D models using medial surfaces.
Mach. Vis. Appl., 2008

Orientation distribution estimation for Q-ball imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Skeletons via Shocks of Boundary Evolution.
Proceedings of the Medial Representations, 2008

2007
A Hierarchical Algorithm for MR Brain Image Parcellation.
IEEE Trans. Medical Imaging, 2007

On evaluating brain tissue classifiers without a ground truth.
NeuroImage, 2007

Using the logarithm of odds to define a vector space on probabilistic atlases.
Medical Image Anal., 2007

Global Medical Shape Analysis Using the Laplace-Beltrami Spectrum.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Outlier Rejection for Diffusion Weighted Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Global Medical Shape Analysis Using the Volumetric Laplace Spectrum.
Proceedings of the 2007 International Conference on Cyberworlds, 2007

2006
Characterizing the shape of anatomical structures with Poisson's equation.
IEEE Trans. Medical Imaging, 2006

Fiber Bundle Estimation and Parameterization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

On diffusion tensor estimation.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Medial Axis Computation and Evolution.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
Hippocampal shape analysis using medial surfaces.
NeuroImage, 2005

Flux driven automatic centerline extraction.
Medical Image Anal., 2005

Two Methods for Validating Brain Tissue Classifiers.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Characterizing the Shape of Anatomical Structures with Poisson?s Equation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Evaluating Automatic Brain Tissue Classifiers.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Anatomical Guided Segmentation with Non-Stationary Tissue Class Distributions in an Expectation-Maximization Framework.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Flux Driven Fly Throughs.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Hamilton-Jacobi Skeletons.
Int. J. Comput. Vis., 2002

Angle-preserving mappings for the visualization of multi-branched vessels.
Proceedings of the 2002 International Conference on Image Processing, 2002

2000
Divergence-Based Medial Surfaces.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

1999
Real Time Video Scene Detection and Classification.
Inf. Process. Manag., 1999

The Hamilton-Jacobi Skeleton.
Proceedings of the International Conference on Computer Vision, 1999

Computing medial surfaces.
Proceedings of the Discrete Mathematical Problems with Medical Applications, 1999


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