Stephanie Allassonniere
Title
Cited by
Cited by
Year
Towards a coherent statistical framework for dense deformable template estimation
S Allassonnière, Y Amit, A Trouvé
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007
2562007
Medical image analysis methods in MR/CT-imaged acute-subacute ischemic stroke lesion: Segmentation, prediction and insights into dynamic evolution simulation models. A critical …
I Rekik, S Allassonnière, TK Carpenter, JM Wardlaw
NeuroImage: Clinical 1 (1), 164-178, 2012
1212012
Construction of Bayesian deformable models via a stochastic approximation algorithm: a convergence study
S Allassonnière, E Kuhn, A Trouvé
Bernoulli 16 (3), 641-678, 2010
1202010
Sparse adaptive parameterization of variability in image ensembles
S Durrleman, S Allassonnière, S Joshi
International Journal of Computer Vision 101 (1), 161-183, 2013
592013
Learning spatiotemporal trajectories from manifold-valued longitudinal data
JB Schiratti, S Allassonniere, O Colliot, S Durrleman
Neural Information Processing Systems, 2015
532015
Geodesic shooting and diffeomorphic matching via textured meshes
S Allassonnière, A Trouvé, L Younes
International Workshop on Energy Minimization Methods in Computer Vision and …, 2005
482005
Tumor growth parameters estimation and source localization from a unique time point: Application to low-grade gliomas
I Rekik, S Allassonnière, O Clatz, E Geremia, E Stretton, H Delingette, ...
Computer Vision and Image Understanding 117 (3), 238-249, 2013
392013
A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations
JB Schiratti, S Allassonnière, O Colliot, S Durrleman
The Journal of Machine Learning Research 18 (1), 4840-4872, 2017
342017
Stochastic algorithm for bayesian mixture effect template estimation
S Allassonnière, E Kuhn
ESAIM: Probability and Statistics 14, 382-408, 2010
32*2010
Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks
I Koval, JB Schiratti, A Routier, M Bacci, O Colliot, S Allassonnière, ...
International conference on medical image computing and computer-assisted …, 2017
232017
Convergent Stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation
S Allassonniere, E Kuhn
Computational Statistics & Data Analysis 91, 4-19, 2015
232015
Bayesian mixed effect atlas estimation with a diffeomorphic deformation model
S Allassonnière, S Durrleman, E Kuhn
SIAM Journal on Imaging Sciences 8 (3), 1367-1395, 2015
222015
A mixed-effects model with time reparametrization for longitudinal univariate manifold-valued data
JB Schiratti, S Allassonniere, A Routier, O Colliot, S Durrleman, ...
International Conference on Information Processing in Medical Imaging, 564-575, 2015
212015
A stochastic algorithm for probabilistic independent component analysis
S Allassonniere, L Younes
The Annals of Applied Statistics, 125-160, 2012
182012
Map estimation of statistical deformable templates via nonlinear mixed effects models: Deterministic and stochastic approaches
S Allassonnière, E Kuhn, A Trouvé
2nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy, 80-91, 2008
172008
Spatiotemporal propagation of the cortical atrophy: Population and individual patterns
I Koval, JB Schiratti, A Routier, M Bacci, O Colliot, S Allassonnière, ...
Frontiers in neurology 9, 235, 2018
162018
Statistical models for deformable templates in image and shape analysis
S Allassonnière, J Bigot, JA Glaunès, F Maire, FJP Richard
Annales mathématiques Blaise Pascal 20 (1), 1-35, 2013
142013
Template estimation in computational anatomy: Fréchet means top and quotient spaces are not consistent
L Devilliers, S Allassonnière, A Trouvé, X Pennec
SIAM Journal on Imaging Sciences 10 (3), 1139-1169, 2017
122017
Learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data
J Chevallier, S Oudard, S Allassonnière
31st Conference on neural information processing systems (NIPS 2017), 2017
112017
Using longitudinal metamorphosis to examine ischemic stroke lesion dynamics on perfusion-weighted images and in relation to final outcome on T2-w images
I Rekik, S Allassonnière, TK Carpenter, JM Wardlaw
NeuroImage: Clinical 5, 332-340, 2014
102014
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Articles 1–20