Rémy Guillevin

According to our database, Rémy Guillevin authored at least 13 papers between 2013 and 2022.

Collaborative distances:

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

2022

A multi-sequences MRI deep framework study applied to glioma classfication.

Matthieu Coupet, Thierry Urruty, Teerapong Leelanupab, Mathieu Naudin, Pascal Bourdon, Christine Fernandez-Maloigne, Rémy Guillevin

Multim. Tools Appl., 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

2021

7T MRI super-resolution with Generative Adversarial Network.

Huy Do, Pascal Bourdon, David Helbert, Mathieu Naudin, Rémy Guillevin

Proceedings of the 3D Imaging and Applications 2021, online, January 11-28, 2021, 2021

2020

CenterlineNet: Automatic Coronary Artery Centerline Extraction for Computed Tomographic Angiographic Images Using Convolutional Neural Network Architectures.

Saifeddine Rjiba, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne, Roger Delepaule, Luc-Philippe Christiaens, Rémy Guillevin

Proceedings of the Tenth International Conference on Image Processing Theory, 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

An Empirical Study of Deep Neural Networks for Glioma Detection from MRI Sequences.

Matthieu Coupet, Thierry Urruty, Teerapong Leelanupab, Mathieu Naudin, Pascal Bourdon, Christine Fernandez-Maloigne, Rémy Guillevin

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Learning a CNN on multiple sclerosis lesion segmentation with self-supervision.

Alexandre Fenneteau, Pascal Bourdon, David Helbert, Christine Fernandez-Maloigne, Christophe Habas, Rémy Guillevin

Proceedings of the 3D Measurement and Data Processing 2020, 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

2014

A Framework using multimodal imaging for longitudinal monitoring of patients in neuro-oncology. Application to a SPECT/MRI study.

Jean-Marc Tacchella, Nathanaelle Yeni, Elodie Roullot, Muriel Lefort, Mike-Ely Cohen, Rémy Guillevin, Gregorio Petrirena, Jean-Yves Delattre, Marie Odile Habert, Aurélie Kas, Frédérique Frouin

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

A new strategy to improve coregistration of spect and MR images in patients with high grade glioma.

Jean-Marc Tacchella, Elodie Roullot, Muriel Lefort, Mike-Ely Cohen, Rémy Guillevin, Gregorio Petrirena, Jean-Yves Delattre, Marie Odile Habert, Nathanaelle Yeni, Aurélie Kas, Frédérique Frouin

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013