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SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate


Oct 25, 2020
Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein


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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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Unsupervised MRI Reconstruction with Generative Adversarial Networks


Aug 29, 2020
Elizabeth K. Cole, John M. Pauly, Shreyas S. Vasanawala, Frank Ong


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Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model


Oct 24, 2019
Mario O. Malavé, Corey A. Baron, Srivathsan P. Koundinyan, Christopher M. Sandino, Frank Ong, Joseph Y. Cheng, Dwight G. Nishimura

* 34 pages, 5 figures, 1 table, 6 supporting figures, 1 supporting table 

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Local Kernels that Approximate Bayesian Regularization and Proximal Operators


Mar 09, 2018
Frank Ong, Peyman Milanfar, Pascal Getreuer


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BLADE: Filter Learning for General Purpose Computational Photography


Dec 07, 2017
Pascal Getreuer, Ignacio Garcia-Dorado, John Isidoro, Sungjoon Choi, Frank Ong, Peyman Milanfar


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General Phase Regularized Reconstruction using Phase Cycling


Sep 15, 2017
Frank Ong, Joseph Cheng, Michael Lustig


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