researcher / Nikos Paragios

Nikos Paragios

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Disciplines:

Applied mathematics
Chemistry
Computer sciences
Medicine and health
Signal and image processing
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Thesis:

Regions actives geodesiques et courbes de niveau : contributions et applications en vision artificielle

Directed Thesis:

Graph Representation Learning with Random Walk Diffusions
Utilisation de méthodes radiomiques pour la prédiction des réponses à l’immunothérapie et combinaisons de radioimmunothérapie chez des patients atteints de cancers
Nonconvex Alternating Direction Optimization for Graphs : Inference and Learning
Quelques applications de l’optimisation numérique aux problèmes d’inférence et d’apprentissage
Efficient inference and learning in graphical models for multi-organ shape segmentation
Sparsity regularization and graph-based representation in medical imaging
Knowledge-based image segmentation using sparse shape priors and high-order MRFs
Understanding, Modeling and Detecting Brain Tumors : Graphical Models and Concurrent Segmentation/Registration methods
Multi-modal similarity learning for 3D deformable registration of medical images
De la segmentation au moyen de graphes d’images de muscles striés squelettiques acquises par RMN
Sampling and Motion Reconstruction in Three-dimensional X-ray Interventional Imaging
Curvilinear Structures Segmentation and Tracking in Interventional Imaging
Discrete Image Registration : a Hybrid Paradigm
Shape grammar parsing : application to image-based modeling
Image segmentation using MRFs and statistical shape modeling
Analyse, reconstruction 3D, et animation du visage
Model-based 3D hand pose estimation from monocular video
Etude de faisabilité de l'estimation non-invasive de la fonction d'entrée artérielle B+ pour l'imagerie TEP chez l'homme