Carole Guillevin

Centre National de la Recherche Scientifique — France

Medicine · Health Sciences

8h-index244citations64works0.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced MRI Techniques and Applications(15), Radiomics and Machine Learning in Medical Imaging(13), Brain Tumor Detection and Classification(12), Medical Image Segmentation Techniques(10), Glioma Diagnosis and Treatment(10)

Publications64 total

Unsupervised Multi-class Glioma Segmentation in 3D MRI Using Adaptive Thresholding and Hierarchical Clustering
Lecture notes in computer science·2026
Time-of-day study on brain metabolism using proton magnetic resonance spectroscopy
Journal of Neuroradiology·2025Open Access
MCMA-Net: Hierarchical Multi-Class Attention Network with Dual-Stream Transformers for Robust 3D Glioma Segmentation
2025
PINNs: Leveraging Alzheimer's Disease Diagnosis?
2025Open Access
Analyse spatiale du métabolisme cérébral: une méthode statistique intégrant SRM et anatomie
Journal of Neuroradiology·2025
Magnetic Resonance Spectroscopy (MRS) transforming multiple sclerosis (MS) diagnosis
Science Talks·2025Open Access
MR Spectroscopy Spectrum Fitting Using a Physically Informed Neural Network
Lecture notes in electrical engineering·2025
Physics Informed Neural Network for Fitting Ultra High Field Magnetic Resonance Spectrum
2024
3D Model for Representation and Visualization of Magnetic Resonance Spectroscopy Data
Computer-Aided Design and Applications·2024Open Access
Topological 3D reconstruction of multiple anatomical structures from volumetric medical data
Computers & Graphics·2024· 3 citedOpen Access
3D Model for Representation and Visualization of Magnetic Resonance Spectroscopy Data
2024
3D Modeling for Multimodal Visualization of Medical Data
Computer-Aided Design and Applications·2024Open Access
Simulation of tumor density evolution upon chemotherapy alone or combined with a treatment to reduce lactate levels
AIMS Mathematics·2024· 1 citedOpen Access
Diagnostic and Therapeutic Issues in Glioma Using Imaging Data: The Challenge of Numerical Twinning
Journal of Clinical Medicine·2023· 4 citedOpen Access
Diurnal Dynamism of a Brain Metabolic Network
2023
Early rise of glutamate-glutamine levels in mild cognitive impairment: Evidence for emerging excitotoxicity
Journal of Neuroradiology·2023· 8 cited
Early Metabolic Alteration Predicts Outcome With Middle Cerebral Artery Occlusion Treated by Mechanical Thrombectomy
Stroke Vascular and Interventional Neurology·2023Open Access
Machine learning decision tree models for multiclass classification of common malignant brain tumors using perfusion and spectroscopy MRI data
Frontiers in Oncology·2023· 12 citedOpen Access
Latent Representation Modeling in Fine-Grained Dementia Classification: A Transformer-Based Approach with Adversarial-Contrastive regularization and FDG-PET data
2023Open Access
Latent Representation Modeling in Fine-Grained Dementia Classification: A Transformer-Based Approach with Adversarial-Contrastive regularization and FDG-PET data
2023· 1 citedOpen Access
page 1 of 4Next →

Frequent Co-authors

Rémy Guillevin(28), Mathieu Naudin(22), Christine Fernández-Maloigne(15), Benoît Tremblais(11), Alain Miranville(10), Pascal Bourdon(9), Rita Zrour(8), Sébastien Horna(7), Guillaume Herpe(6), Rémy Guillevin(6), Angélique Perrillat-Mercerot(6), Clément Giraud(6), Paul Dequidt(5), anouar kherchouche(5), Luc Pellerin(5), Sylvain Gerbaud(5), Adrien Julian(4), Pierre Fayolle(4), Olfa Ben Ahmed(4), Philippe Meseure(4)