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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

* 4 pages, 8 Figures, Conference Submission 

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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

* 11 pages, 11 figures 

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Deep Generative Adversarial Networks for Compressed Sensing Automates MRI

May 31, 2017
Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas Vasanawala, Greg Zaharchuk, Marcus Alley, Neil Thakur, Song Han, William Dally, John M. Pauly, Lei Xing


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