Cardiology | Pediatrics | Radiology Accelerated two-dimensional phase-contrast for cardiovascular MRI using deep learning-based reconstruction with complex difference estimation. September 12, 2022
Radiology Improving high frequency image features of deep learning reconstructions via k-space refinement with null-space kernel. April 15, 2022
Cardiology | Radiology Deep Learning Automated Background Phase Error Correction for Abdominopelvic 4D Flow MRI. November 30, 2021
Radiology Multi-scale Unrolled Deep Learning Framework for Accelerated Magnetic Resonance Imaging. December 7, 2020
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
Radiology Data-driven self-calibration and reconstruction for non-cartesian wave-encoded single-shot fast spin echo using deep learning. July 19, 2019
Radiology Deep residual network for off-resonance artifact correction with application to pediatric body MRA with 3D cones. May 22, 2019