Maxime Louis

According to our database, Maxime Louis authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

End-to-end Offline Reinforcement Learning for Glycemia Control.

Tristan Beolet, Alice Adenis, Erik Huneker, Maxime Louis

CoRR, 2023

2021

Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.

Manon Ansart, Stéphane Epelbaum, Giulia Bassignana, Alexandre Bône, Simona Bottani, Tiziana Cattai, Raphaël Couronné, Johann Faouzi, Igor Koval, Maxime Louis, Elina Thibeau-Sutre, Junhao Wen, Adam Wild, Ninon Burgos, Didier Dormont, Olivier Colliot, Stanley Durrleman

Medical Image Anal., 2021

Transporting Deformations of Face Emotions in the Shape Spaces: A Comparison of Different Approaches.

Paolo Piras, Valerio Varano, Maxime Louis, Antonio Profico, Stanley Durrleman, Benjamin Charlier, Franco Milicchio, Luciano Teresi

J. Math. Imaging Vis., 2021

Leveraging 3d Information In Unsupervised Brain Mri Segmentation.

Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2019

Computational and statistical methods for trajectory analysis in a Riemannian geometry setting. (Méthodes numériques et statistiques pour l'analyse de trajectoire dans un cadre de geométrie Riemannienne).

Maxime Louis

PhD thesis, 2019

Riemannian Geometry Learning for Disease Progression Modelling.

Maxime Louis, Raphaël Couronné, Igor Koval, Benjamin Charlier, Stanley Durrleman

Proceedings of the Information Processing in Medical Imaging, 2019

Learning Low-Dimensional Representations of Shape Data Sets with Diffeomorphic Autoencoders.

Alexandre Bône, Maxime Louis, Olivier Colliot, Stanley Durrleman

Proceedings of the Information Processing in Medical Imaging, 2019

2018

A Fanning Scheme for the Parallel Transport along Geodesics on Riemannian Manifolds.

Maxime Louis, Benjamin Charlier, Paul Jusselin, Susovan Pal, Stanley Durrleman

SIAM J. Numer. Anal., 2018

Deformetrica 4: An Open-Source Software for Statistical Shape Analysis.

Alexandre Bône, Maxime Louis, Benoît Martin, Stanley Durrleman

Proceedings of the Shape in Medical Imaging, 2018

Geodesic Discriminant Analysis for Manifold-Valued Data.

Maxime Louis, Benjamin Charlier, Stanley Durrleman

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Prediction of the Progression of Subcortical Brain Structures in Alzheimer's Disease from Baseline.

Alexandre Bône, Maxime Louis, Alexandre Routier, Jorge Samper-González, Michael Bacci, Benjamin Charlier, Olivier Colliot, Stanley Durrleman

Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Parallel Transport in Shape Analysis: A Scalable Numerical Scheme.

Maxime Louis, Alexandre Bône, Benjamin Charlier, Stanley Durrleman

Proceedings of the Geometric Science of Information - Third International Conference, 2017