Stéphanie Allassonnière

Towards a Coherent Statistical Framework for Dense Deformable Template Estimation

Stéphanie Allassonnière, Yali Amit, Alain Trouvé · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2007 · 215 citations

Engineering, Statistical Shape Analysis, Shape Analysis +22

Medical image analysis methods in MR/CT-imaged acute-subacute ischemic stroke lesion: Segmentation, prediction and insights into dynamic evolution simulation models. A critical appraisal

Islem Rekik, Stéphanie Allassonnière, Trevor Carpenter et al. · NeuroImage Clinical · 2012 · 150 citations · Full text

Construction of Bayesian deformable models via a stochastic approximation algorithm: A convergence study

Stéphanie Allassonnière, Estelle Kuhn, Alain Trouvé · Bernoulli · 2010 · 94 citations · Full text

Bayesian Statistic, Engineering, Statistical Shape Analysis +28

Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder

Clément Chadebec, Elina Thibeau–Sutre, Ninon Burgos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 82 citations · Full text

Data Generation, Geometric Learning, Data Augmentation +15

AD Course Map charts Alzheimer’s disease progression

Igor Koval, Alexandre Bône, Maxime Louis et al. · Scientific Reports · 2021 · 70 citations · Full text