Shreyas Vasanawala

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 19

Top Topics

Medical Imaging

Magnetic Resonance Images

Top Venues

IEEE Trans. Medical Imaging

Publications

Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D. Desai, Christopher M. Sandino, Shreyas Vasanawala, John M. Pauly, Morteza Mardani, Mert Pilanci
GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction. CoRR (2022)
Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John M. Pauly
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. CoRR (2022)
Dave Van Veen, Rogier van der Sluijs, Batu Ozturkler, Arjun D. Desai, Christian Bluethgen, Robert D. Boutin, Marc H. Willis, Gordon Wetzstein, David B. Lindell, Shreyas Vasanawala, John M. Pauly, Akshay S. Chaudhari
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks. CoRR (2022)
Christopher Vassos, Fraser Robb, Shreyas Vasanawala, John M. Pauly, Greig C. Scott
A Semi-Blind Calibration and Compensation Method for Dynamic Range Recovery of Low-Power Pre-Amplifiers in MRI Receive Chains. IEEE Trans. Medical Imaging 41 (12) (2022)
Arjun D. Desai, Beliz Gunel, Batu M. Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M. Pauly, Akshay S. Chaudhari
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction. MIDL (2022)
Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John M. Pauly
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. MICCAI (6) (2022)
Elizabeth K. Cole, Qingxi Meng, John M. Pauly, Shreyas Vasanawala
Learned Compression of High Dimensional Image Datasets. CVPR Workshops (2022)
Kanghyun Ryu, Cagan Alkan, Chanyeol Choi, Ikbeom Jang, Shreyas Vasanawala
K-space refinement in deep learning MR reconstruction via regularizing scan specific SPIRiT-based self consistency. ICCVW (2021)
Jessica Martinez, Tyler E. Cork, Henry Chubb, Shreyas Vasanawala, Daniel B. Ennis
Evaluation of Patient Positioning to Mitigate RF-induced Heating of Cardiac Implantable Electronic Devices for Pediatric MRI Exams. EMBC (2021)
Vineet Edupuganti, Morteza Mardani, Shreyas Vasanawala, John M. Pauly
Uncertainty Quantification in Deep MRI Reconstruction. IEEE Trans. Medical Imaging 40 (1) (2021)
Arjun D. Desai, Batu M. Ozturkler, Christopher M. Sandino, Shreyas Vasanawala, Brian A. Hargreaves, Christopher M. Re, John M. Pauly, Akshay S. Chaudhari
Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising. CoRR (2021)
Edgar A. Rios Piedra, Morteza Mardani, Frank Ong, Ukash Nakarmi, Joseph Y. Cheng, Shreyas Vasanawala
Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images. CoRR (2020)
Jeffrey J. Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher M. Sandino, Joseph Y. Cheng, Ali B. Syed, Peter Wei, John M. Pauly, Shreyas Vasanawala
Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges. CoRR (2019)
Vineet Edupuganti, Morteza Mardani, Joseph Y. Cheng, Shreyas Vasanawala, John M. Pauly
VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis. CoRR (2019)
Morteza Mardani, Qingyun Sun, Vardan Papyan, Shreyas Vasanawala, John M. Pauly, David L. Donoho
Degrees of Freedom Analysis of Unrolled Neural Networks. CoRR (2019)
Morteza Mardani, Qingyun Sun, David L. Donoho, Vardan Papyan, Hatef Monajemi, Shreyas Vasanawala, John M. Pauly
Neural Proximal Gradient Descent for Compressive Imaging. NeurIPS (2018)
Morteza Mardani, Hatef Monajemi, Vardan Papyan, Shreyas Vasanawala, David L. Donoho, John M. Pauly
Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery. CoRR (2017)
Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas Vasanawala, Greg Zaharchuk, Marcus T. Alley, Neil Thakur, Song Han, William J. Dally, John M. Pauly, Lei Xing
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI. CoRR (2017)
Jonathan Y. Lu, Thomas Grafendorfer, Tao Zhang, Shreyas Vasanawala, Fraser Robb, John M. Pauly, Greig C. Scott
Depletion-Mode GaN HEMT Q-Spoil Switches for MRI Coils. IEEE Trans. Medical Imaging 35 (12) (2016)
Mark Murphy, Marcus T. Alley, James Demmel, Kurt Keutzer, Shreyas Vasanawala, Michael Lustig
-SPIRiT Compressed Sensing Parallel Imaging MRI: Scalable Parallel Implementation and Clinically Feasible Runtime. IEEE Trans. Medical Imaging 31 (6) (2012)
Shreyas Vasanawala, M. J. Murphy, Marcus T. Alley, P. Lai, Kurt Keutzer, John M. Pauly, Michael Lustig
Practical parallel imaging compressed sensing MRI: Summary of two years of experience in accelerating body MRI of pediatric patients. ISBI (2011)