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Learning spatiotemporal trajectories from manifold-valued longitudinal data

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Olivier Colliot , Stanley Durrleman
Neural Information Processing Systems, Dec 2015, Montréal, Canada
Conference papers hal-01163373v3
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Convergent Stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation

Stéphanie Allassonniere , Estelle Kuhn
Preprints, Working Papers, ... hal-00720617v4
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Bayesian Mixed Effect Atlas Estimation with a Diffeomorphic Deformation Model

Stéphanie Allassonnière , S Durrleman , E Kuhn
SIAM Journal on Imaging Sciences, 2015, 8 (3), pp.29. ⟨10.1137/140971762⟩
Journal articles hal-01246570v1
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Sparse Adaptive Parameterization of Variability in Image Ensembles

Stanley Durrleman , Stéphanie Allassonnière , S. Joshi
International Journal of Computer Vision, 2013, 101 (1), pp.161-183. ⟨10.1007/s11263-012-0556-1⟩
Journal articles hal-00817565v1
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Learning spatio-temporal trajectories from manifold-valued longitudinal data

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Olivier Colliot , Stanley Durrleman
Neural Information Processing Systems, Dec 2015, Montréal, Canada. , Advances in Neural Information Processing Systems
Conference poster hal-01245909v1
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Tumor Growth Parameters Estimation and Source Localization From a Unique Time Point: Application to Low-grade Gliomas

Islem Rekik , Stéphanie Allassonnière , Olivier Clatz , Ezequiel Geremia , Erin Stretton et al.
Computer Vision and Image Understanding, 2013, 117 (3), pp.238--249. ⟨10.1016/j.cviu.2012.11.001⟩
Journal articles hal-00813881v1
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Deciphering the progression of PET alterations using surface-based spatiotemporal modeling

Igor Koval , Arnaud Marcoux , Ninon Burgos , Stéphanie Allassonnière , Olivier Colliot et al.
OHBM 2019 - Annual meeting of the Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Conference papers hal-02134909v1

Dynamic Patient-specific Modeling of Ischemic Stroke Lesion Evolution: From Presentation to Final Damage using Diffusion, Perfusion and T2 MR imaging

Islem Rekik , Stéphanie Allassonniere , Carpenter Trevor , Joanna Wardlaw , Stanley Durrleman et al.
XXI European Stroke Conference, May 2012, Lisbon, Portugal
Conference papers hal-00818432v1
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Spatiotemporal Dynamic Simulation of Acute Perfusion/Diffusion Ischemic Stroke Lesions Evolution: A Pilot Study Derived from Longitudinal MR Patient Data

Islem Rekik , Stéphanie Allassonnière , Stanley Durrleman , Trevor Carpenter , Joanna M Wardlaw et al.
Computational and Mathematical Methods in Medicine, 2013, ⟨10.1155/2013/283593⟩
Journal articles hal-00935051v1
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A mixed-effects model with time reparametrization for longitudinal univariate manifold-valued data

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Alexandre Routier , Olivier Colliot , Stanley Durrleman et al.
IPMI - Information Processing in Medical Imaging , Sebastien Ourselin, Daniel C. Alexander, Carl-Fredrik Westin, M. Jorge Cardoso, Jun 2015, Sleat, Isle of Skye, United Kingdom. pp.564-575
Conference papers hal-01163213v1

4D spatio-temporal perfusion-diffusion evolution scenarios estimation in acute-subacute ischemic stroke

Islem Rekik , Stéphanie Allassonniere , Stanley Durrleman , Carpenter Trevor , Joanna Wardlaw et al.
ISMRM - International Society for Magnetic Resonance in Medicine, May 2012, Melbourne, Australia
Conference papers hal-00818430v1
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Probabilistic Atlas and Geometric Variability Estimation to Drive Tissue Segmentation

Hao Xu , Bertrand Thirion , Stéphanie Allassonnière
Statistics in Medicine, 2014, 33 (20), pp.24. ⟨10.1002/sim.6156⟩
Journal articles hal-01094739v1
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Estimating the Template in the Total Space with the Fréchet Mean on Quotient Spaces may have a Bias: a Case Study on Vector Spaces Quotiented by the Group of Translations

Stéphanie Allassonnière , Loïc Devilliers , Xavier Pennec
Mathematical Foundations of Computational Anatomy (MFCA'15), Oct 2015, Munich, Germany. pp.131-142
Conference papers hal-01203816v1
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Mixed-effects model for the spatiotemporal analysis of longitudinal manifold-valued data

Jean-Baptiste Schiratti , Stéphanie Allassonnière , Olivier Colliot , Stanley Durrleman
5th MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Oct 2015, Munich, Germany
Conference papers hal-01245905v1
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Transient Anomaly Imaging in Visco-Elastic Media Obeying a Frequency Power-Law

Elie Bretin , Lili Guadarrama Bustos , Abdul Wahab
Preprints, Working Papers, ... hal-00487746v1
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MNE: Software for Acquiring, Processing, and Visualizing MEG/EEG Data

Lorenz Esch , Christoph Dinh , Eric Larson , Denis Engemann , Mainak Jas et al.
Magnetoencephalography, Springer International Publishing, pp.355-371, 2019, ⟨10.1007/978-3-030-00087-5_59⟩
Book sections hal-02369299v1
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A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Olivier Colliot , Stanley Durrleman
Journal of Machine Learning Research, 2017, 18, pp.1-33
Journal articles hal-01540367v3