Christine Fernández-Maloigne

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

17h-index1.2kcitations261works0.42yr avg
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Research Topics

Image Retrieval and Classification Techniques(55), Color Science and Applications(47), Image and Signal Denoising Methods(35), Medical Image Segmentation Techniques(29), Image and Video Quality Assessment(28)

Publications261 total

Comparative Evaluation of DeepLabCut Convolutional Neural Network Architectures for High-Precision Markerless Tracking in the Mouse Staircase Test
Bioengineering·2026Open Access
Comparative Evaluation of DeepLabCut Convolutional Neural Network Architectures for High-Precision Markerless Tracking in the Mouse Staircase Test
Preprints.org·2026Open Access
MCMA-Net: Hierarchical Multi-Class Attention Network with Dual-Stream Transformers for Robust 3D Glioma Segmentation
2025
Translation d'image cérébrale par Modèle de Diffusion Latente avec pont Brownien Probabiliste
SPIRE - Sciences Po Institutional REpository·2025
Modèle de Diffusion avec Pont Brownien pour la translation d'image cérébrale
SPIRE - Sciences Po Institutional REpository·2025
Magnetic Resonance Spectroscopy (MRS) transforming multiple sclerosis (MS) diagnosis
Science Talks·2025Open Access
Physics Informed Neural Network for Fitting Ultra High Field Magnetic Resonance Spectrum
2024
SmartDetector: Automatic and vision-based approach to point-light display generation for human action perception
Behavior Research Methods·2024· 4 citedOpen Access
Cross-Lingual Low-Resources Speech Emotion Recognition with Domain Adaptive Transfer Learning
2024Open Access
Diagnostic and Therapeutic Issues in Glioma Using Imaging Data: The Challenge of Numerical Twinning
Journal of Clinical Medicine·2023· 4 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
Fine-grained dementia classification using Adversarial contrastive learning
HAL (Le Centre pour la Communication Scientifique Directe)·2023
Explainable AI (XAI) In Biomedical Signal and Image Processing: Promises and Challenges
2022 IEEE International Conference on Image Processing (ICIP)·2022· 13 cited
A Self-attentive Meta-learning Approach for Image-Based Few-Shot Disease Detection
SPIRE - Sciences Po Institutional REpository·2022
Usefulness of computed tomography textural analysis in renal cell carcinoma nuclear grading
Journal of Medical Imaging·2022· 3 citedOpen Access
Explainable AI (XAI) in Biomedical Signal and Image Processing: Promises and Challenges
arXiv (Cornell University)·2022Open Access
Etude d'un capteur théorique pour une vision déficiente des couleurs
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Attention-guided neural network for early dementia detection using MRS data
Computerized Medical Imaging and Graphics·2022· 16 citedOpen Access
Video Memorability Prediction using Deep Features and Loss-based Memorability Distribution Estimation
HAL (Le Centre pour la Communication Scientifique Directe)·2022· 1 cited
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Frequent Co-authors

Pascal Bourdon(8), Philippe Carré(7), Noël Richard(7), Thierry Urruty(6), Mohamed–Chaker Larabi(4), Bertrand Augereau(4), Boubacar Siddi Diallo(3), Iana Iatsun(3), Aldo Maalouf(3), Anne-Sophie Capelle-Laizé(3), François Lecellier(3), Carole Guillevin(3), Benoît Tremblais(3), Olfa Ben Ahmed(3), Patrice Denis(2), Imtnan-Ul-Haque Qazi(2), Olivier Alata(2), Jean-Christophe Burie(2), Yu Fan(2), Olivier Colot(2)