Shreyas Vasanawala
- Uncertainty Quantification in Deep MRI Reconstruction
2019/01/31 by Vineet Edupuganti, Edupuganti, Vineet, Morteza Mardani +5 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
- Extreme MRI: Large-Scale Volumetric Dynamic Imaging from Continuous Non-Gated Acquisitions
2019/09/30 by Frank Ong, Ong, Frank, Xucheng Zhu +12 · 6 citations
Engineering · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #eess.IV #electronic engineering #information engineering #physics.med-ph
- Deep Generative Adversarial Networks for Compressed Sensing Automates MRI
2017/05/31 by Morteza Mardani, Mardani, Morteza, Enhao Gong +22 · 6 citations
Computer Science · Engineering · Mathematics · Medicine · #Advanced Image Processing Techniques #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #cs.CV #cs.LG #stat.ML
- Degrees of Freedom Analysis of Unrolled Neural Networks
2019/06/10 by Morteza Mardani, Mardani, Morteza, Qingyun Sun +11 · 4 citations
Computer Science · Engineering · Mathematics · #Image and Signal Denoising Methods #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques #cs.LG #stat.ML
- VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
2021/11/03 by Arjun Desai, Beliz Gunel, Desai, Arjun D +15 · 3 citations
Medicine · #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery
2017/11/27 by Morteza Mardani, Mardani, Morteza, Hatef Monajemi +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #cs.AI #cs.IR #cs.LG
- Rapid fat–water separated T1 mapping using a single‐shot radial inversion‐recovery spoiled gradient recalled pulse sequence
2022/07/27 by Zhitao Li, Manoj Mathew, Ali Syed +7 · 2 citations
Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #MRI in cancer diagnosis
- SLfRank: Shinnar-Le-Roux Pulse Design with Reduced Energy and Accurate Phase Profiles using Rank Factorization
2021/03/13 by Frank Ong, Ong, Frank, Zhong, Zheng +7 · 1 citation
Engineering · Materials Science · #Particle accelerators and beam dynamics #Particle Accelerators and Free-Electron Lasers #Magnetic Properties and Applications
- Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction
2022/04/21 by Beliz Gunel, Gunel, Beliz, Arda Sahiner +11 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering