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Domain specific convolutional neural networks for dMRI and M/EEG signal analysis

Sara Sedlar
Medical Imaging. Université Côte d'Azur, 2022. English. ⟨NNT : 2022COAZ4106⟩
Theses tel-03946862v2
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Shallow convolutional neural network with rank-1 Fourier domain weights for brain signal classification

Sara Sedlar , Samuel Deslauriers-Gauthier , Rachid Deriche , Théodore Papadopoulo
Proceedings of SophIA 2022, Nov 2022, Sophia Antipolis, France
Poster communications hal-03878709v1
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A spherical convolutional neural network for white matter structure imaging via dMRI

Sara Sedlar , Abib Alimi , Théodore Papadopoulo , Rachid Deriche , Samuel Deslauriers-Gauthier
MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2021, Strasbourg / Virtual, France. pp.Pages 529-539, ⟨10.1007/978-3-030-87199-4_50⟩
Conference papers hal-03307031v1

Spherical convolutional neural network for diffusion MRI analysis

Sara Sedlar , Abib Alimi , Théodore Papadopoulo , Rachid Deriche , Samuel Deslauriers-Gauthier
SophIA Summit, Nov 2019, Sophia-Antipolis, France
Conference papers hal-02948387v1
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Rank-1 CNN for mental workload classification from EEG

Sara Sedlar , Johann Benerradi , Côme Le Breton , Rachid Deriche , Théodore Papadopoulo , et al.
Neuroergonomics conference, Sep 2021, Munich (virtual event), Germany
Poster communications hal-03357020v1
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Diffusion MRI fiber orientation distribution function estimation using voxel-wise spherical U-net

Sara Sedlar , Théodore Papadopoulo , Rachid Deriche , Samuel Deslauriers-Gauthier
International MICCAI Workshop 2020 - Computational Diffusion MRI, Oct 2020, Lima, Peru
Conference papers hal-02946371v1