Rémy Guillevin

19 papers B 3Journal 4Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
Improving Virtual Contrast Enhancement Using Longitudinal Data.
LMID@MICCAI
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Philippe Robert, Pascal Bourdon, Rémy Guillevin, David Helbert
2025 J jnl
Improving Virtual Contrast Enhancement using Longitudinal Data.
CoRR
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Philippe Robert, Pascal Bourdon, Rémy Guillevin, David Helbert
2025 — conf
Physics-Informed Autoencoder for DSC-MRI Perfusion Post-Processing: Application to Glioma Grading.
ISBI
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Mathieu Naudin, Pascal Bourdon, Rémy Guillevin, David Helbert
2025 J jnl
Physics-Informed autoencoder for DSC-MRI Perfusion post-processing: application to glioma grading.
CoRR
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Mathieu Naudin, Pascal Bourdon, Rémy Guillevin, David Helbert
2025 B conf
Unsupervised Multi-class Glioma Segmentation in 3D MRI Using Adaptive Thresholding and Hierarchical Clustering.
ACIVS
Jihan Alameddine, line Thomarat, Rémy Guillevin, Christine Fernandez-Maloigne, Carole Guillevin
2024 — conf
MR Spectroscopy Spectrum Fitting Using a Physically Informed Neural Network.
MICAD
Landoline Bonnin, Wissal Ramchi, Pascal Bourdon, Carole Guillevin, Rémy Guillevin, Clement Giraud, Christine Fernandez-Maloigne
2022 J jnl
A multi-sequences MRI deep framework study applied to glioma classfication.
Multim. Tools Appl.
Matthieu Coupet, Thierry Urruty, Teerapong Leelanupab, Mathieu Naudin, Pascal Bourdon, Christine Fernandez-Maloigne, Rémy Guillevin
2022 J jnl
Attention-guided neural network for early dementia detection using MRS data.
Comput. Medical Imaging Graph.
Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Christine Fernandez-Maloigne, Rémy Guillevin
2022 — conf
MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain
PRIME@MICCAI
Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Christine Fernandez-Maloigne, Rémy Guillevin
2022 B conf
MRS-XNet: An Explainable One-Dimensional Deep Neural Network for Magnetic Spectroscopic Data Classification.
ICIP
Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Rémy Guillevin
2021 — conf
7T MRI super-resolution with Generative Adversarial Network.
3D Imaging and Applications
Huy Do, Pascal Bourdon, David Helbert, Mathieu Naudin, Rémy Guillevin
2020 — conf
An Empirical Study of Deep Neural Networks for Glioma Detection from MRI Sequences.
ICONIP (1)
Matthieu Coupet, Thierry Urruty, Teerapong Leelanupab, Mathieu Naudin, Pascal Bourdon, Christine Fernandez-Maloigne, Rémy Guillevin
2020 — conf
Assigning a new glioma grade label ground-truth for the BraTS dataset using radiologic criteria.
IPTA
Paul Dequidt, Pascal Bourdon, Benoit Tremblais, Carole Guillevin, Benoit Gianelli, Claire Boutet, Jean-Philippe Cottier, Jean-Noël Vallée, Christine Fernandez-Maloigne, Rémy Guillevin
2020 — conf
CenterlineNet: Automatic Coronary Artery Centerline Extraction for Computed Tomographic Angiographic Images Using Convolutional Neural Network Architectures.
IPTA
Saifeddine Rjiba, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne, Roger Delepaule, Luc-Philippe Christiaens, Rémy Guillevin
2020 — conf
Learning a CNN on multiple sclerosis lesion segmentation with self-supervision.
3DMDP
Alexandre Fenneteau, Pascal Bourdon, David Helbert, Christine Fernandez-Maloigne, Christophe Habas, Rémy Guillevin
2018 B conf
Diffuse Low Grade Glioma NMR Assessment for Better Intra-operative Targeting Using Fuzzy Logic.
ACIVS
Mathieu Naudin, Benoit Tremblais, Carole Guillevin, Rémy Guillevin, Christine Fernandez-Maloigne
2015 — conf
Non-rigid registration of magnetic resonance imaging of brain.
IPTA
Clément Chesseboeuf, Hermine Biermé, Julien Dambrine, Carole Guillevin, Rémy Guillevin
2014 — conf
A Framework using multimodal imaging for longitudinal monitoring of patients in neuro-oncology. Application to a SPECT/MRI study.
EMBC
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
2013 — conf
A new strategy to improve coregistration of spect and MR images in patients with high grade glioma.
EMBC
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