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

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Dernières publications

Wen Wei, Emilie Poirion, Benedetta Bodini, Matteo Tonietto, Stanley Durrleman, et al.. Predicting PET-derived Myelin Content from Multisequence MRI for Individual Longitudinal Analysis in Multiple Sclerosis. NeuroImage, Elsevier, 2020, 223C (117308), ⟨10.1016/j.neuroimage.2020.117308⟩. ⟨hal-02922534⟩
Xavier Pennec. Statistical analysis of organs' shapes and deformations: the Riemannian and the affine settings in computational anatomy. Jean-François Uhl; Joaquim Jorge; Daniel Simões Lopes; Pedro F Campos. Digital Anatomy - Applications of Virtual, Mixed and Augmented Reality, Springer Nature, In press, Human–Computer Interaction Series. ⟨hal-02925156⟩
Mauro Zucchelli, Samuel Deslauriers-Gauthier, Rachid Deriche. Fully-Connected Neural Network and Spherical-Harmonics Rotation Invariant Features improve the estimation of brain tissue microstructure in Diffusion MRI. SophI.A. Summit, Nov 2020, Sophia Antipolis, France. ⟨hal-02933646⟩
S Happy, Antitza Dantcheva, Abhijit Das, Francois Bremond, Radia Zeghari, et al.. Apathy Classification by Exploiting Task Relatedness. FG2020 - 15th IEEE International Conference on Automatic Face and Gesture Recognition, Nov 2020, Buenos Aires / Virtual, Argentina. ⟨hal-02969841⟩
Franck Michel, Fabien Gandon, Valentin Ah-Kane, Anna Bobasheva, Elena Cabrio, et al.. Covid-on-the-Web: Knowledge Graph and Services to Advance COVID-19 Research. International Semantic Web Conference (ISWC), Nov 2020, Athens, Greece. ⟨hal-02939363⟩
Clément Abi Nader, Nicholas Ayache, Giovanni Frisoni, Philippe Robert, Marco Lorenzi. Simulating the outcome of amyloid treatments in Alzheimer's Disease from multi-modal imaging and clinical data. 2020. ⟨hal-02968724⟩
Benoît Audelan, Dimitri Hamzaoui, Sarah Montagne, Raphaële Renard-Penna, Hervé Delingette. Robust Fusion of Probability Maps. MICCAI 2020 - 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2020, Lima, Peru. ⟨hal-02934590⟩
Santiago Silva, Andre Altmann, Boris Gutman, Marco Lorenzi. Fed-BioMed: A general open-source frontendframework for federated learning in healthcare. MICCAI 2020 - 23rd International Conference on Medical Image Computing and Computer Assisted Intervention - 1st Workshop on Distributed and Collaborative Learning, Oct 2020, Lima/Virtuel, Peru. pp.201-210. ⟨hal-02966789⟩
Jaume Banus, Maxime Sermesant, Oscar Camara, Marco Lorenzi. Joint data imputation and mechanistic modelling for simulating heart-brain interactions in incomplete datasets. MICCAI 2020: 23th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2020, Lima / Virtual, Peru. pp.478-486, ⟨10.1007/978-3-030-59725-2_46⟩. ⟨hal-02952576v2⟩
Sara Sedlar, Théodore Papadopoulo, Rachid Deriche, Samuel Deslauriers-Gauthier. Diffusion MRI fiber orientation distribution function estimation using voxel-wise spherical U-net. Computational Diffusion MRI, MICCAI Workshop, Oct 2020, Lima, Peru. ⟨hal-02946371⟩

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