Shreyas S. Vasanawala

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 21

Top Topics

Magnetic Resonance

Quality Assessment

Compressed Sensing

Ground Truth Data

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Frank Ong, Zheng Zhong, Congyu Liao, Michael Lustig, Shreyas S. Vasanawala, John M. Pauly
SLfRank: Shinnar-Le-Roux Pulse Design With Reduced Energy and Accurate Phase Profiles Using Rank Factorization. IEEE Trans. Medical Imaging 42 (5) (2023)
Ke Lei, Ali B. Syed, Xucheng Zhu, John M. Pauly, Shreyas S. Vasanawala
Automated MRI Field of View Prescription from Region of Interest Prediction by Intra-stack Attention Neural Network. CoRR (2022)
Ke Lei, Ali B. Syed, Xucheng Zhu, John M. Pauly, Shreyas S. Vasanawala
Artifact- and content-specific quality assessment for MRI with image rulers. Medical Image Anal. 77 (2022)
Ke Wang, Michael R. Kellman, Christopher M. Sandino, Kevin Zhang, Shreyas S. Vasanawala, Jonathan I. Tamir, Stella X. Yu, Michael Lustig
Memory-Efficient Learning for High-Dimensional MRI Reconstruction. MICCAI (6) (2021)
Ke Lei, Morteza Mardani, John M. Pauly, Shreyas S. Vasanawala
Wasserstein GANs for MR Imaging: From Paired to Unpaired Training. IEEE Trans. Medical Imaging 40 (1) (2021)
Ke Wang, Michael R. Kellman, Christopher M. Sandino, Kevin Zhang, Shreyas S. Vasanawala, Jonathan I. Tamir, Stella X. Yu, Michael Lustig
Memory-efficient Learning for High-Dimensional MRI Reconstruction. CoRR (2021)
Elizabeth K. Cole, Frank Ong, Shreyas S. Vasanawala, John M. Pauly
Fast Unsupervised MRI Reconstruction Without Fully-Sampled Ground Truth Data Using Generative Adversarial Networks. ICCVW (2021)
Ke Lei, John M. Pauly, Shreyas S. Vasanawala
Artifact- and content-specific quality assessment for MRI with image rulers. CoRR (2021)
Jeffrey J. Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher M. Sandino, Joseph Y. Cheng, Ali B. Syed, Peter Wei, John M. Pauly, Shreyas S. Vasanawala
Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges. ISBI (2020)
Elizabeth K. Cole, Joseph Y. Cheng, John M. Pauly, Shreyas S. Vasanawala
Complex-Valued Convolutional Neural Networks for MRI Reconstruction. CoRR (2020)
Ukash Nakarmi, Joseph Y. Cheng, Edgar P. Rios, Morteza Mardani, John M. Pauly, Leslie Ying, Shreyas S. Vasanawala
Multi-scale Unrolled Deep Learning Framework for Accelerated Magnetic Resonance Imaging. ISBI (2020)
Christopher M. Sandino, Joseph Y. Cheng, Feiyu Chen, Morteza Mardani, John M. Pauly, Shreyas S. Vasanawala
Compressed Sensing: From Research to Clinical Practice With Deep Neural Networks: Shortening Scan Times for Magnetic Resonance Imaging. IEEE Signal Process. Mag. 37 (1) (2020)
Elizabeth K. Cole, John M. Pauly, Shreyas S. Vasanawala, Frank Ong
Unsupervised MRI Reconstruction with Generative Adversarial Networks. CoRR (2020)
Christopher M. Sandino, Peng Lai, Shreyas S. Vasanawala, Joseph Y. Cheng
Accelerating cardiac cine MRI beyond compressed sensing using DL-ESPIRiT. CoRR (2019)
Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas S. Vasanawala, Greg Zaharchuk, Lei Xing, John M. Pauly
Deep Generative Adversarial Neural Networks for Compressive Sensing MRI. IEEE Trans. Medical Imaging 38 (1) (2019)
Joseph Y. Cheng, Feiyu Chen, Christopher M. Sandino, Morteza Mardani, John M. Pauly, Shreyas S. Vasanawala
Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning. CoRR (2019)
Joseph Y. Cheng, Feiyu Chen, Marcus T. Alley, John M. Pauly, Shreyas S. Vasanawala
Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass Filtering. CoRR (2018)
Eric K. Gibbons, Patrick Le Roux, Shreyas S. Vasanawala, John M. Pauly, Adam B. Kerr
Robust Self-Calibrating nCPMG Acquisition: Application to Body Diffusion-Weighted Imaging. IEEE Trans. Medical Imaging 37 (1) (2018)
David Y. Zeng, Jamil Shaikh, Dwight G. Nishimura, Shreyas S. Vasanawala, Joseph Y. Cheng
Deep Residual Network for Off-Resonance Artifact Correction with Application to Pediatric Body Magnetic Resonance Angiography with 3D Cones. CoRR (2018)
Michael J. Anderson, Jonathan I. Tamir, Javier S. Turek, Marcus T. Alley, Theodore L. Willke, Shreyas S. Vasanawala, Michael Lustig
Clinically Deployed Distributed Magnetic Resonance Imaging Reconstruction: Application to Pediatric Knee Imaging. CoRR (2018)
Eric K. Gibbons, Patrick Le Roux, Shreyas S. Vasanawala, John M. Pauly, Adam B. Kerr
Body Diffusion Weighted Imaging Using Non-CPMG Fast Spin Echo. IEEE Trans. Medical Imaging 36 (2) (2017)
F. Edward Boas, Aya Kamaya, Bao H. Do, Terry S. Desser, Christopher F. Beaulieu, Shreyas S. Vasanawala, Gloria L. Hwang, Daniel Y. Sze
Classification of Hypervascular Liver Lesions Based on Hepatic Artery and Portal Vein Blood Supply Coefficients Calculated from Triphasic CT Scans. J. Digit. Imaging 28 (2) (2015)