Neurology | Neurosurgery | Radiology Recovering high-quality fiber orientation distributions from a reduced number of diffusion-weighted images using a model-driven deep learning architecture. June 9, 2024
Cardiology Development of automated neural network prediction for echocardiographic left ventricular ejection fraction. April 30, 2024
Medical Imaging | Radiology Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. October 20, 2022
Radiology DVS-Net: Dual-domain Variable Splitting Network for Accelerated Parallel MRI Data. October 17, 2022
Medical Imaging | Radiation Oncology Automatic Segmentation of Target Structures for Total Marrow and Lymphoid Irradiation in Bone Marrow Transplantation. September 10, 2022
Cardiology Phenotypic Expression and Outcomes in Individuals With Rare Genetic Variants of Hypertrophic Cardiomyopathy. September 10, 2021
Radiology Learning a Model-Driven Variational Network for Deformable Image Registration. August 30, 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
Cardiology | Neurology | Radiology Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models. January 16, 2020
Cardiology | Radiology Deep learning cardiac motion analysis for human survival prediction. February 28, 2019