Radiology Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data. April 25, 2021
Medical Image Analysis | Radiology CycleMorph: Cycle consistent unsupervised deformable image registration. April 7, 2021
Ophthalmology | Radiology DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging using Deep Learning. February 10, 2021
Radiology Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal. February 1, 2021
Radiology Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution. September 11, 2020
Neurology | Oncology | Radiology Improving the Reliability of Pharmacokinetic Parameters at Dynamic Contrast-enhanced MRI in Astrocytomas: A Deep Learning Approach. August 4, 2020
Radiology Differentiated Backprojection Domain Deep Learning for Conebeam Artifact Removal. August 3, 2020
Radiology Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound. March 9, 2020
Medical Imaging | Radiology Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning. February 25, 2020
Radiology Low-Dose Abdominal CT Using a Deep Learning-Based Denoising Algorithm: A Comparison with CT Reconstructed with Filtered Back Projection or Iterative Reconstruction Algorithm. February 24, 2020
Neurology | Radiology Reconstruction of Multi-contrast MR Images through Deep Learning. December 31, 2019