Joseph Y. Cheng

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 20

Top Topics

Compressed Sensing

Magnetic Resonance Imaging

Top Venues

IEEE Trans. Medical Imaging

Publications

Alfredo De Goyeneche Macaya, Shreya Ramachandran, Ke Wang, Ekin Karasan, Joseph Y. Cheng, Stella X. Yu, Michael Lustig
ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction. NeurIPS (2023)
Hsiang-Yun Sherry Chien, Hanlin Goh, Christopher M. Sandino, Joseph Y. Cheng
MAEEG: Masked Auto-encoder for EEG Representation Learning. CoRR (2022)
Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Y. Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua M. Susskind
Position Prediction as an Effective Pretraining Strategy. ICML (2022)
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)
Edgar A. Rios Piedra, Morteza Mardani, Frank Ong, Ukash Nakarmi, Joseph Y. Cheng, Shreyas Vasanawala
Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images. CoRR (2020)
Joseph Y. Cheng, Hanlin Goh, Kaan Dogrusoz, Oncel Tuzel, Erdrin Azemi
Subject-Aware Contrastive Learning for Biosignals. CoRR (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)
Jeffrey J. Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher M. Sandino, Joseph Y. Cheng, Ali B. Syed, Peter Wei, John M. Pauly, Shreyas Vasanawala
Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges. CoRR (2019)
Vineet Edupuganti, Morteza Mardani, Joseph Y. Cheng, Shreyas Vasanawala, John M. Pauly
VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis. CoRR (2019)
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)
Mario O. Malavé, Corey A. Baron, Srivathsan P. Koundinyan, Christopher M. Sandino, Frank Ong, Joseph Y. Cheng, Dwight G. Nishimura
Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model. CoRR (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)
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)
Frank Ong, Joseph Y. Cheng, Michael Lustig
General Phase Regularized Reconstruction using Phase Cycling. CoRR (2017)
Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas Vasanawala, Greg Zaharchuk, Marcus T. Alley, Neil Thakur, Song Han, William J. Dally, John M. Pauly, Lei Xing
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI. CoRR (2017)
Morteza Mardani, Enhao Gong, Joseph Y. Cheng, John M. Pauly, Lei Xing
Recurrent generative adversarial neural networks for compressive imaging. CAMSAP (2017)