Cardiology | Radiology Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging. August 1, 2024
Medical Imaging | Radiology Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set. January 29, 2024
Radiology Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI. November 4, 2023
Radiology Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review. October 13, 2023
Cardiology | Radiology A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis. October 2, 2023
Medical Imaging | Radiology Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging. June 12, 2023
Radiology Rapid estimation of 2D relative -maps from localizers in the human heart at 7T using deep learning. November 7, 2022
Radiology Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction. September 10, 2021
Cardiology | Radiology Complementary time-frequency domain networks for dynamic parallel MR image reconstruction. July 13, 2021
Radiology Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity-weighted coil combination. June 10, 2021
Orthopedics | Radiology Rapid mono and biexponential 3D-T mapping of knee cartilage using variational networks. November 6, 2020