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researcher / Stéphanie Allassonnière

Stéphanie Allassonnière

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Disciplines:

Applied mathematics

Mathematics

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Thesis:

Représentation et estimation statistique de modèles déformables pour la reconnaissance de formes et l'anatomie numérique

Directed Thesis:

Modélisation statistique de données médicales et analyse théorique des algorithmes d’estimation

Mixtures of Gaussian Graphical Models with Constraints

Learning Multimodal Digital Models of Disease Progression from Longitudinal Data : Methods & Algorithms for the Description, Prediction and Simulation of Alzheimer’s Disease Progression

Decision making strategy for antenatal echographic screening of foetal abnormalities using statistical learning

Statistical models and stochastic algorithms for the analysis of longitudinal Riemanian manifold valued data with multiple dynamic

Methods and algorithms to learn spatio-temporal changes from longitudinal manifold-valued observations

Probabilistic atlas statistical estimation with multimodal datasets and its application to atlas based segmentation