| 2025 | MICCAI | Untangling Vascular Trees for Surgery and Interventional Radiology. | Guillaume Houry, Tom Boeken, Stphanie Allassonnire, Jean Feydy |
| 2024 | ICLR | T-Rep: Representation Learning for Time Series using Time-Embeddings. | Archibald Fraikin, Adrien Bennetot, Stphanie Allassonnire |
| 2022 | MICCAI | An Image Feature Mapping Model for Continuous Longitudinal Data Completion and Generation of Synthetic Patient Trajectories. | Clment Chadebec, Evi M. C. Huijben, Josien P. W. Pluim, Stphanie Allassonnire, Maureen A. J. M. van Eijnatten |
| 2021 | MICCAI | Data Augmentation with Variational Autoencoders and Manifold Sampling. | Clment Chadebec, Stphanie Allassonnire |
| 2021 | MICCAI | Analysis of the Anatomical Variability of Fetal Brains with Corpus Callosum Agenesis. | Fleur Gaudfernau, Elonore Blondiaux, Stphanie Allassonnire |
| 2020 | ICAART | Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application. | Rmi Besson, Erwan Le Pennec, Emmanuel Spaggiari, Antoine Neuraz, Julien Stirnemann, Stphanie Allassonnire |
| 2019 | MICCAI | Clustering of Longitudinal Shape Data Sets Using Mixture of Separate or Branching Trajectories. | Vianney Debavelaere, Alexandre Bne, Stanley Durrleman, Stphanie Allassonnire |
| 2017 | MICCAI | Statistical Learning of Spatiotemporal Patterns from Longitudinal Manifold-Valued Networks. | Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier, Michael Bacci, Olivier Colliot, Stphanie Allassonnire, Stanley Durrleman |
| 2013 | MICCAI | Bayesian Estimation of Probabilistic Atlas for Anatomically-Informed Functional MRI Group Analyses. | Hao Xu, Bertrand Thirion, Stphanie Allassonnire |
| 2006 | ICASSP | Generative Model and Consistent Estimation Algorithms for Non-Rigid Deformable Models. | Stphanie Allassonnire, Estelle Kuhn, Alain Trouv, Yali Amit |