Radiology Noise2Recon: Enabling SNR-robust MRI reconstruction with semi-supervised and self-supervised learning. July 10, 2023
Neurology | Radiology Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction. April 10, 2023
Cardiology | Pediatrics | Radiology Accelerated two-dimensional phase-contrast for cardiovascular MRI using deep learning-based reconstruction with complex difference estimation. September 12, 2022
Radiology DIAGNOSTIC IMAGE QUALITY ASSESSMENT AND CLASSIFICATION IN MEDICAL IMAGING: OPPORTUNITIES AND CHALLENGES. December 4, 2020
Radiology Compressed Sensing: From Research to Clinical Practice with Deep Neural Networks. November 16, 2020
Radiology Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices. August 24, 2020
Cardiology | Radiology Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction. July 22, 2020
Cardiology | Radiology Reconstruction of undersampled 3D non-Cartesian image-based navigators for coronary MRA using an unrolled deep learning model. February 3, 2020