E. Chouzenoux

Most-cited papers

Three artificial intelligence data challenges based on CT and MRI.
N. Lassau, I. Bousaid, E. Chouzenoux, Jean-Philippe Lamarque +32 more
2020Diagnostic and Interventional Imaging36 citations Open access
Semantic Scholar
Radiologist-AI Collaboration for Ischemia Diagnosis in Small-Bowel Obstruction: Multicentric Development and External Validation of a Multimodal Deep Learning Model.
Q. Vanderbecq, Wen-Fan Xia, E. Chouzenoux, Dima Smaily +3 more
2026Journal of imaging informatics in medicine2 citations Open access
Semantic Scholar
Unrolled Deep Networks for Sparse Signal Restoration in Analytical Chemistry
Mouna Gharbi, S. Villa, E. Chouzenoux, Jean-Christophe Pesquet +1 more
2024International Workshop on Machine Learning for Signal Processing2 citations Open access
Semantic Scholar
Variable Bregman Majorization-Minimization algorithms for nonconvex nonsmooth optimization, with application to Poisson imaging
M. Adly, Alix Chazottes, E. Chouzenoux, Jean-Christophe Pesquet +1 more
20261 citations
Semantic Scholar
Deep Equilibrium for Hyperparameter Estimation in Dynamic PET Reconstruction
A. Chazottes, E. Chouzenoux, Jean-Christophe Pesquet, F. Sureau
20242024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD)1 citations Open access
Semantic Scholar
Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector Analysis
Gaspard Blaise, Clément Cosserat, E. Chouzenoux, Jean-Christophe Pesquet +1 more
2025Symposium on Software Performance0 citations Open access
Semantic Scholar
A stochastic use of the Kurdyka-Łojasiewicz property: Investigation of optimization algorithms behaviours in a non-convex differentiable framework
Jean-Baptiste Fest, Audrey Repetti, E. Chouzenoux
2025Foundations of Data Science0 citations Open access
Semantic Scholar
Advances in Model-based Deep Learning
E. Chouzenoux, N. Deligiannis, Aleksandra Pizurica
2025Signal Processing0 citations
Semantic Scholar
ComBat-MLE: A Novel Perspective on Developing and Solving ComBat Harmonization Method
Ying-Ping Li, E. Chouzenoux, S. Gou, Peng Zeng +2 more
20242024 IEEE International Conference on Medical Artificial Intelligence (MedAI)0 citations Open access
Semantic Scholar
Special issue on non-deterministic machine learning
Shao-Lun Huang, E. Chouzenoux, S. Godsill, Tie Liu +2 more
2023Journal of the Franklin Institute0 citations
Semantic Scholar