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Shreyas Vasanawala

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Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks

Oct 18, 2022
Dave Van Veen, Rogier van der Sluijs, Batu Ozturkler, Arjun Desai, Christian Bluethgen, Robert D. Boutin, Marc H. Willis, Gordon Wetzstein, David Lindell, Shreyas Vasanawala, John Pauly, Akshay S. Chaudhari

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GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction

Jul 18, 2022
Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D Desai, Christopher M Sandino, Shreyas Vasanawala, John M Pauly, Morteza Mardani, Mert Pilanci

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Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction

Apr 21, 2022
Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John Pauly

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VORTEX: Physics-Driven Data Augmentations for Consistency Training for Robust Accelerated MRI Reconstruction

Nov 03, 2021
Arjun D Desai, Beliz Gunel, Batu M Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A Hargreaves, Christopher Ré, John M Pauly, Akshay S Chaudhari

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Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising

Sep 30, 2021
Arjun D Desai, Batu M Ozturkler, Christopher M Sandino, Shreyas Vasanawala, Brian A Hargreaves, Christopher M Re, John M Pauly, Akshay S Chaudhari

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Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images

Sep 30, 2020
Edgar A. Rios Piedra, Morteza Mardani, Frank Ong, Ukash Nakarmi, Joseph Y. Cheng, Shreyas Vasanawala

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Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges

Dec 05, 2019
Jeffrey Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher Sandino, Joseph Y. Cheng, Ali B. Syed, Peter Wei, John M. Pauly, Shreyas Vasanawala

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Degrees of Freedom Analysis of Unrolled Neural Networks

Jun 10, 2019
Morteza Mardani, Qingyun Sun, Vardan Papyan, Shreyas Vasanawala, John Pauly, David Donoho

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VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis

Jan 31, 2019
Vineet Edupuganti, Morteza Mardani, Joseph Cheng, Shreyas Vasanawala, John Pauly

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Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery

Nov 27, 2017
Morteza Mardani, Hatef Monajemi, Vardan Papyan, Shreyas Vasanawala, David Donoho, John Pauly

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