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3IA Côte d'Azur – Interdisciplinary Institute for Artificial Intelligence publications

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Dernières publications

Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec. Cardiac Motion Modeling with Parallel Transport and Shape Splines. International Symposium on Biological Imaging, Apr 2021, Nice, France. ⟨hal-03142196⟩
Hind Dadoun, Hervé Delingette, Anne-Laure Rousseau, Eric de Kerviler, Nicholas Ayache. Combining Bayesian and Deep Learning Methods for the Delineation of the Fan in Ultrasound Images. International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨hal-03127809⟩
Xavier Pennec. Statistical analysis of organs' shapes and deformations: the Riemannian and the affine settings in computational anatomy. Jean-François Uhl; Joaquim Jorge; Daniel Simoes Lopes; Pedro F Campos. Digital Anatomy - Applications of Virtual, Mixed and Augmented Reality, Springer Nature, In press, Human–Computer Interaction Series. ⟨hal-02925156⟩
Marco Lorenzi, Clément Abi Nader, Nicholas Ayache, Giovanni Frisoni, Philippe Robert. Simulating the outcome of amyloid treatments in Alzheimer's Disease from multi-modal imaging and clinical data. Brain communications, 2021. ⟨hal-02968724v4⟩
Giulia Marchello, Audrey Fresse, Marco Corneli, Charles Bouveyron. Co-clustering of evolving count matrices in pharmacovigilance with the dynamic latent block model. 2021. ⟨hal-03146769⟩
Yann Fraboni, Richard Vidal, Marco Lorenzi. Free-rider Attacks on Model Agregation in Federated Learning. 2021. ⟨hal-03123638⟩
Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Marco Corneli, Nicolas Courty. Online Graph Dictionary Learning. 2021. ⟨hal-03140349⟩
Julian Krebs, Hervé Delingette, Nicholas Ayache, Tommaso Mansi. Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2021. ⟨hal-03126419⟩
Matteo Frigo, Rutger Fick, Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche. Multi-Tissue Multi-Compartment Models of Diffusion MRI. 2021. ⟨hal-03125887⟩
Luigi Antelmi, Nicholas Ayache, Philippe Robert, Federica Ribaldi, Valentina Garibotto, et al.. Combining Multi-Task Learning and Multi-Channel Variational Auto-Encoders to Exploit Datasets with Missing Observations -Application to Multi-Modal Neuroimaging Studies in Dementia. 2021. ⟨hal-03114888⟩

Voir aussi

3IA Côte d'Azur
HAL Université Côte d'Azur