Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse Sampling. - Yanis Djebra; Thibault Marin; Paul K. Han; Isabelle Bloch; Georges El Fakhri; Chao Ma 018 (IEEE Trans. Medical Imaging, 2023)

Accelerated Dynamic MR Imaging Using Linear And Non-Linear Machine Learning-Based Image Reconstruction Models. (Imagerie IRM Dynamique Accélérée Utilisant Des Modèles d'Apprentissage Automatique Linéaire Et Non-Linéaire Pour La Reconstruction d'Images). - Yanis Djebra (2023)

Diffusion Model-Based Posterior Distribution Prediction for Kinetic Parameter Estimation in Dynamic PET. - Yanis Djebra; Xiaofeng Liu 001; Thibault Marin; Amal Tiss; M. Dhaynaut; Nicolas J. Guehl; K. Johnson; Georges El Fakhri; Chao Ma 018; Jinsong Ouyang (ISBI, 2024)

Sparsity Constrained Linear Tangent Space Alignment Model (LTSA) for 3d Cardiac Extracellular Volume Mapping. - Ismaël B. G. Mounime; Wonil Lee; Thibault Marin; Paul K. Han; Yanis Djebra; Samira V. Eslahi; Pietro Gori; Elsa Angelini; Georges El Fakhri; Chao Ma 018 (ISBI, 2024)