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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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