I am mainly working in the medical image processing field, and I am more especially interested in the statistical treatment of geometric features. I am particularly interested in medical image registration, computational anatomy and in the mathematics involved in these fields: statistical computing on Riemannian manifolds and potentially other geometric structures (Lie groups, information geometry...).
ARC BrainVar: modeling the anatomical variability of the brain, INRIA Cooperative Research Initiatives
NeuroLOG: Software technologies for integration of process, data and knowledge in medical imaging.
The stationary velocity field framework for modeling the progression of Alzheimer's disease Video of the lecture at the SCI Institute distinguished seminar series, Salt-Lake City, February 13, 2013.
Statistical Analysis of longitudinal deformations: Is there an alternative to the Riemannian setting? Video of the lecture at BIRS workshop on Geometry for Anatomy, Banff, August 31, 2011.
L'anatomie algorithmique : une thématique émergente à l'intersection des sciences de l'information, des mathématiques et de la médecine. Video of the lecture at the Colloquium "Le modèle et l'algorithme", INRIA Rocquencourt, March 3 2011.
Statistical Computing on Manifolds for Computational Anatomy. Video of the lecture at Emerging Trends in Visual Computing (ETVC'08), Palaiseau, November 18-20, 2008.
A Riemannian Framework for Diffusion Tensor Analysis (8 Mb). Slides of the presentation at the MICCAI'08 Workshop on Diffusion MRI, NewYork, September 6, 2008.
Statistical Computing on Manifolds for Computational Anatomy (6 Mb) Presentation at the MICCAI 2007 Workshop on Statistical Registration: Pair-wise and Group-wise Alignment and Atlas Formation, Brisbane, Australia; November 2, 2007.
Statistical Computing on Riemannian Manifolds - Applications in Medical Image Analysis (15 MB). Presentation at Meeting on Singularities in Luminy, Feb 2005
Performance evaluation in the absence of Gold Standard. Extended version of my presentation at the MICCAI'03 Validation tutorial
Estimation of the registration algorithms performances. CARS 2002 invited presentation at the "validation of IGT" session.
MFCA-2011: 3nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy
MFCA-2008: 2nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy
MFCA-2006: 1st Workshop on Mathematical Foundations of Computational Anatomy
Annual MICCAI conferences
Do not forget to have a look on some of my caving pictures :
Have a nice trip.
Last modified: Thu Jan 9 15:10:34 MET