Carole Guillevin

According to our database, Carole Guillevin authored at least 11 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Unsupervised Multi-class Glioma Segmentation in 3D MRI Using Adaptive Thresholding and Hierarchical Clustering.

Jihan Alameddine, line Thomarat, Rémy Guillevin, Christine Fernandez-Maloigne, Carole Guillevin

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2025

2024

Topological 3D reconstruction of multiple anatomical structures from volumetric medical data.

Sylvain Gerbaud, Arthur Cavalier, Sébastien Horna, Rita Zrour, Mathieu Naudin, Carole Guillevin, Philippe Meseure

Comput. Graph., 2024

MR Spectroscopy Spectrum Fitting Using a Physically Informed Neural Network.

Landoline Bonnin, Wissal Ramchi, Pascal Bourdon, Carole Guillevin, Rémy Guillevin, Clement Giraud, Christine Fernandez-Maloigne

Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2024

2022

A Hybrid Method for 3D Reconstruction of MR Images.

Loubna Lechelek, Sébastien Horna, Rita Zrour, Mathieu Naudin, Carole Guillevin

J. Imaging, 2022

Attention-guided neural network for early dementia detection using MRS data.

Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Christine Fernandez-Maloigne, Rémy Guillevin

Comput. Medical Imaging Graph., 2022

MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain ¹⁸F-FDG PET Imaging.

Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Christine Fernandez-Maloigne, Rémy Guillevin

Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

MRS-XNet: An Explainable One-Dimensional Deep Neural Network for Magnetic Spectroscopic Data Classification.

Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Rémy Guillevin

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2020

DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS Data.

Olfa Ben Ahmed, Seifeddine Fezzani, Carole Guillevin, Lobna Fezai, Mathieu Naudin, Benoit Gianelli, Christine Fernandez-Maloigne

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Assigning a new glioma grade label ground-truth for the BraTS dataset using radiologic criteria.

Paul Dequidt, Pascal Bourdon, Benoit Tremblais, Carole Guillevin, Benoit Gianelli, Claire Boutet, Jean-Philippe Cottier, Jean-Noël Vallée, Christine Fernandez-Maloigne, Rémy Guillevin

Proceedings of the Tenth International Conference on Image Processing Theory, 2020

2018

Diffuse Low Grade Glioma NMR Assessment for Better Intra-operative Targeting Using Fuzzy Logic.

Mathieu Naudin, Benoit Tremblais, Carole Guillevin, Rémy Guillevin, Christine Fernandez-Maloigne

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2015

Non-rigid registration of magnetic resonance imaging of brain.

Clément Chesseboeuf, Hermine Biermé, Julien Dambrine, Carole Guillevin, Rémy Guillevin

Proceedings of the 2015 International Conference on Image Processing Theory, 2015