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Biais et discriminations dans les systèmes d'intelligence artificielle

Ronan Pons , Laurent Risser
Dalloz IP/IT, 2022
Journal articles hal-03676590v1

Simultaneous Multiscale Registration using Large Deformation Diffeomorphic Metric Mapping

François-Xavier Vialard , Laurent Risser , D. D. Holm , Daniel Rueckert , Maria Murgasova et al.
IEEE Transactions on Medical Imaging, 2011
Journal articles hal-00663393v1
Image document

Transport-based Counterfactual Models

Lucas de Lara , Alberto González-Sanz , Nicholas Asher , Laurent Risser , Jean-Michel Loubes et al.
2023
Preprints, Working Papers, ... hal-03216124v3

Local vs global descriptors of hippocampus shape evolution for Alzheimer's longitudinal population analysis

Jean-Baptiste Fiot , Laurent Risser , Laurent D. Cohen , Jurgen Fripp , François-Xavier Vialard et al.
Lecture Notes in Computer Science, 2012, 7570, pp.13-24. ⟨10.1007/978-3-642-33555-6_2⟩
Journal articles hal-00869470v1

A DCE-MRI Driven 3-D Reaction-Diffusion Model of Solid Tumour Growth

Thais Roque , Laurent Risser , Veerle Kersemans , Sean Smart , Danny Allen et al.
IEEE Transactions on Medical Imaging, 2017, pp.1 - 1. ⟨10.1109/TMI.2017.2779811⟩
Journal articles hal-01702015v1

Hybrid Feature-based Diffeomorphic Registration for Tumour Tracking in 2-D Liver Ultrasound Images

Amalia Cifor , Laurent Risser , Daniel Chung , Ewan M. Andreson , Julia A. Schnabel et al.
IEEE Transactions on Medical Imaging, 2013, 32 (9), pp.1647 - 1656. ⟨10.1109/TMI.2013.2262055⟩
Journal articles hal-00869468v1

Stochastic FISTA algiorithms : so fast ?

Gersende Fort , Laurent Risser , Yves Atchadé , Éric Moulines
SSP 2018 - IEEE Statistical Signal Processing Workshop, Jun 2018, Freiburg, Germany
Conference papers hal-01710321v1
Image document

Mathematical models and numerical methods for the analysis of medical images and complex data.

Laurent Risser
Machine Learning [stat.ML]. Université Toulouse 3 Paul Sabatier, 2018
Habilitation à diriger des recherches tel-01945575v1
Image document

Robust Extrapolation Scheme for Fast Estimation of 3D Ising Field Partition Functions: Application to Within-Subject fMRI Data Analysis

Laurent Risser , Thomas Vincent , Philippe Ciuciu , J. Idier
12th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2009), Sep 2009, Londres, United Kingdom. pp.975-983
Conference papers cea-00470658v1
Image document

Entropic Variable Boosting for Explainability & Interpretability in Machine Learning

François Bachoc , Fabrice Gamboa , Jean-Michel Loubes , Laurent Risser
2018
Preprints, Working Papers, ... hal-01897642v1

Longitudinal deformation models, spatial regularizations and learning strategies to quantify Alzheimer's disease progression

Jean-Baptiste Fiot , Hugo Raguet Raguet , Laurent Risser , Laurent D. Cohen , Jurgen Fripp et al.
Neuroimage-Clinical, 2014, 4, pp.718-729. ⟨10.1016/j.nicl.2014.02.002⟩
Journal articles hal-02022537v1

Using Wasserstein-2 regularization to ensure fair decisions with Neural-Network classifiers

Laurent Risser , Quentin Vincenot , Nicolas Couellan , Jean-Michel Loubes
2019
Preprints, Working Papers, ... hal-02271117v1

Learning optimal shape representations for multi-modal image registration

Eloïse Grossiord , Laurent Risser , Soleakhena Ken , Salim Kanoun , François Malgouyres et al.
ISBI, Apr 2020, Iowa city, United States
Conference papers hal-02431201v1
Image document

Flexible multivariate hemodynamics fMRI data analyses and simulations with PyHRF

Thomas Vincent , Solveig Badillo , Laurent Risser , Lotfi Chaari , Christine Bakhous et al.
Frontiers in Neuroscience, 2014, Brain Imaging methods (eCollection 2014), 8 (Article 67), pp.23. ⟨10.3389/fnins.2014.00067⟩
Journal articles hal-01084249v1

Diffeomorphic 3D Image Registration via Geodesic Shooting using an Efficient Adjoint Calculation.

François-Xavier Vialard , Laurent Risser , Colin J. Cotter , Daniel Rueckert
International Journal of Computer Vision, 2012
Journal articles hal-00663389v1
Image document

Distribution regression model with a Reproducing Kernel Hilbert Space approach

Thi Thien Trang Bui , Jean-Michel Loubes , Laurent Risser , Patricia Balaresque
Canadian Journal of Statistics, 2018
Journal articles hal-01824022v1

An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration

Bartłomiej Papież , Mattias Heinrich , Jérôme Fehrenbach , Laurent Risser , Julia A. Schnabel et al.
Medical Image Analysis, 2014, 18 (8), pp.1299-1311
Journal articles hal-02022525v1
Image document

Semi-automatic segmentation of whole-body images in longitudinal studies

Eloïse Grossiord , Laurent Risser , Salim Kanoun , Richard Aziza , Harold Chiron et al.
Biomedical Physics & Engineering Express, 2020, 7, pp.015014. ⟨10.1088/2057-1976/abce16⟩
Journal articles hal-03234347v1

Regularized Multi-Label Fast Marching and Application to Whole-Body Image Segmentation

Laurent Risser , Soléakhéna Ken , Sandra Lebreton , Eloïse Grossiord , Salim Kanoun et al.
IEEE International Symposium on Biomedical Imaging (ISBI'18), Apr 2018, Washington DC, United States
Conference papers hal-01702039v1
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ACTIVE LEARNING ON LARGE HYPERSPECTRAL DATASETS: A PREPROCESSING METHOD

R. Thoreau , V. Achard , L. Risser , B. Berthelot , X. Briottet et al.
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, XLIII-B3-2022, pp.435-442. ⟨10.5194/isprs-archives-XLIII-B3-2022-435-2022⟩
Journal articles hal-03700279v1

Sulcal pattern variation in extant human endocasts

Edwin Jager , Albert van Schoor , Jakobus Hoffman , Anna Oettlé , Caroline Fonta et al.
Journal of Anatomy, 2019, 235 (4), pp.803-810. ⟨10.1111/joa.13030⟩
Journal articles hal-02365234v1
Image document

A 3D-investigation shows that angiogenesis in primate cerebral cortex mainly occurs at capillary level

Laurent Risser , Franck Plouraboué , Peter Cloetens , Caroline Fonta
International Journal of Developmental Neuroscience, 2009, 27 (2), pp.185-196. ⟨10.1016/j.ijdevneu.2008.10.006⟩
Journal articles hal-00367443v1

How to deal with brain deactivations in the joint detection-estimation framework?

Laurent Risser , Thomas Vincent , Florence Forbes , Jérôme Idier , Philippe Ciuciu et al.
HBM 2010 - Humain Brain Mapping conference, Jun 2010, Barcelone, Spain
Conference papers hal-00780743v1
Image document

Anisotropic Diffusion in ITK

Jean-Marie Mirebeau , Jérôme Fehrenbach , Laurent Risser , Shaza Tobji
2015
Preprints, Working Papers, ... hal-01121511v1
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Active Learning for Hyperspectral Image Classification: A Comparative Review

Romain Thoreau , Veronique Achard , Laurent Risser , Beatrice Berthelot , Xavier Briottet et al.
IEEE geoscience and remote sensing magazine, In press, 10 (3), pp.256-278. ⟨10.1109/MGRS.2022.3169947⟩
Journal articles hal-03676575v1

27 Radiomics of Chronic Lymphocytic Leukemia: multi-label whole body MRI segmentation

François Malgouyres , Eloïse Grossiord , Vijaya Kumar Ghorpade , Laurent Risser , Aziza Richard et al.
Physica Medica, 2018
Journal articles hal-03344136v1

Mixture of Kernels and Iterated Semi-Direct Product of Diffeomorphism Groups

Martins Bruveris , Laurent Risser , François-Xavier Vialard
2011
Preprints, Working Papers, ... hal-00661685v1
Image document

Gap Filling of 3-D Microvascular Networks by Tensor Voting

Laurent Risser , Franck Plouraboué , Xavier Descombes
IEEE Transactions on Medical Imaging, 2008, 27 (5), pp.674-687. ⟨10.1109/TMI.2007.913248⟩
Journal articles hal-01576034v1
Image document

Cytometry inference through adaptive atomic deconvolution

Manon Costa , Sébastien Gadat , Pauline Gonnord , Laurent Risser
2017
Preprints, Working Papers, ... hal-01613723v1

Longitudinal deformation models, spatial regularizations and learning strategies to quantify Alzheimer’s disease progression

Jean-Baptiste Fiot , Hugo Raguet , Laurent Risser , Laurent D. Cohen , Jurgen Fripp et al.
Neuroimage-Clinical, 2014, 4, pp.718-729
Journal articles hal-01100393v1