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John M. Pauly
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- affiliation: Stanford University, USA
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Journal Articles
- 2024
- [j39]Liyue Shen
, John M. Pauly
, Lei Xing
:
NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction. IEEE Trans. Neural Networks Learn. Syst. 35(1): 770-782 (2024) - 2023
- [j38]Frank Ong, Zheng Zhong
, Congyu Liao
, Michael Lustig, Shreyas S. Vasanawala
, John M. Pauly
:
SLfRank: Shinnar-Le-Roux Pulse Design With Reduced Energy and Accurate Phase Profiles Using Rank Factorization. IEEE Trans. Medical Imaging 42(5): 1522-1531 (2023) - 2022
- [j37]Liyue Shen, Wei Zhao, Dante Capaldi, John M. Pauly
, Lei Xing
:
A geometry-informed deep learning framework for ultra-sparse 3D tomographic image reconstruction. Comput. Biol. Medicine 148: 105710 (2022) - [j36]Ke Lei
, Ali B. Syed, Xucheng Zhu
, John M. Pauly
, Shreyas S. Vasanawala
:
Artifact- and content-specific quality assessment for MRI with image rulers. Medical Image Anal. 77: 102344 (2022) - [j35]Liyue Shen, Lequan Yu
, Wei Zhao, John M. Pauly
, Lei Xing
:
Novel-view X-ray projection synthesis through geometry-integrated deep learning. Medical Image Anal. 77: 102372 (2022) - [j34]Christopher Vassos
, Fraser Robb, Shreyas Vasanawala
, John M. Pauly
, Greig C. Scott:
A Semi-Blind Calibration and Compensation Method for Dynamic Range Recovery of Low-Power Pre-Amplifiers in MRI Receive Chains. IEEE Trans. Medical Imaging 41(12): 3762-3773 (2022) - 2021
- [j33]Nicholas Dwork
, Daniel O'Connor, Corey A. Baron
, Ethan M. I. Johnson, Adam B. Kerr, John M. Pauly
, Peder E. Z. Larson:
Utilizing the wavelet transform's structure in compressed sensing. Signal Image Video Process. 15(7): 1407-1414 (2021) - [j32]Ke Lei
, Morteza Mardani
, John M. Pauly
, Shreyas S. Vasanawala
:
Wasserstein GANs for MR Imaging: From Paired to Unpaired Training. IEEE Trans. Medical Imaging 40(1): 105-115 (2021) - [j31]Vineet Edupuganti
, Morteza Mardani
, Shreyas Vasanawala
, John M. Pauly
:
Uncertainty Quantification in Deep MRI Reconstruction. IEEE Trans. Medical Imaging 40(1): 239-250 (2021) - [j30]Liyue Shen
, Wentao Zhu, Xiaosong Wang
, Lei Xing
, John M. Pauly
, Baris Turkbey, Stephanie Anne Harmon, Thomas Hogue Sanford, Sherif Mehralivand, Peter L. Choyke, Bradford J. Wood
, Daguang Xu
:
Multi-Domain Image Completion for Random Missing Input Data. IEEE Trans. Medical Imaging 40(4): 1113-1122 (2021) - 2020
- [j29]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): 117-127 (2020) - [j28]Guanhua Wang
, Enhao Gong
, Suchandrima Banerjee, Dann Martin, Elizabeth Tong, Jay Choi
, Huijun Chen, Max Wintermark, John M. Pauly
, Greg Zaharchuk
:
Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model. IEEE Trans. Medical Imaging 39(10): 3089-3099 (2020) - 2019
- [j27]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): 167-179 (2019) - [j26]Nicholas Dwork
, Gennifer T. Smith, Theodore Leng
, John M. Pauly
, Audrey K. Bowden
:
Automatically Determining the Confocal Parameters From OCT B-Scans for Quantification of the Attenuation Coefficients. IEEE Trans. Medical Imaging 38(1): 261-268 (2019) - 2018
- [j25]Jaeyeon Yoon, Enhao Gong, Itthi Chatnuntawech, Berkin Bilgic
, Jin-Gu Lee, Woojin Jung
, Jingyu Ko, Hosan Jung, Kawin Setsompop
, Greg Zaharchuk, Eung-Yeop Kim
, John M. Pauly, Jongho Lee:
Quantitative susceptibility mapping using deep neural network: QSMnet. NeuroImage 179: 199-206 (2018) - [j24]Eric K. Gibbons
, Patrick Le Roux, Shreyas S. Vasanawala
, John M. Pauly
, Adam B. Kerr:
Robust Self-Calibrating nCPMG Acquisition: Application to Body Diffusion-Weighted Imaging. IEEE Trans. Medical Imaging 37(1): 200-209 (2018) - [j23]Neerav Dixit
, Pascal P. Stang, John M. Pauly
, Greig C. Scott:
Thermo-Acoustic Ultrasound for Detection of RF-Induced Device Lead Heating in MRI. IEEE Trans. Medical Imaging 37(2): 536-546 (2018) - 2017
- [j22]Eric K. Gibbons, Patrick Le Roux, Shreyas S. Vasanawala
, John M. Pauly
, Adam B. Kerr:
Body Diffusion Weighted Imaging Using Non-CPMG Fast Spin Echo. IEEE Trans. Medical Imaging 36(2): 549-559 (2017) - [j21]Kamal Aggarwal, Kiran Raj Joshi, Yashar Rajavi, Mazhareddin Taghivand, John M. Pauly
, Ada S. Y. Poon, Greig C. Scott:
A Millimeter-Wave Digital Link for Wireless MRI. IEEE Trans. Medical Imaging 36(2): 574-583 (2017) - 2016
- [j20]Kangrong Zhu
, Robert F. Dougherty, Hua Wu, Matthew J. Middione
, Atsushi M. Takahashi
, Tao Zhang, John M. Pauly
, Adam B. Kerr:
Hybrid-Space SENSE Reconstruction for Simultaneous Multi-Slice MRI. IEEE Trans. Medical Imaging 35(8): 1824-1836 (2016) - [j19]Jonathan Y. Lu
, Thomas Grafendorfer, Tao Zhang, Shreyas Vasanawala
, Fraser Robb, John M. Pauly
, Greig C. Scott:
Depletion-Mode GaN HEMT Q-Spoil Switches for MRI Coils. IEEE Trans. Medical Imaging 35(12): 2558-2567 (2016) - 2015
- [j18]Gennifer T. Smith, Nicholas Dwork
, Daniel O'Connor, Uzair Sikora, Kristen L. Lurie, John M. Pauly
, Audrey K. Ellerbee:
Automated, Depth-Resolved Estimation of the Attenuation Coefficient From Optical Coherence Tomography Data. IEEE Trans. Medical Imaging 34(12): 2592-2602 (2015) - 2012
- [j17]Taek-Soo Kim, Jongho Lee, Jin Hyung Lee, Gary H. Glover, John M. Pauly
:
Analysis of the BOLD characteristics in pass-band bSSFP fMRI. Int. J. Imaging Syst. Technol. 22(1): 23-32 (2012) - [j16]Peder E. Z. Larson
, Adam B. Kerr, Galen Reed, Ralph E. Hurd, John Kurhanewicz, John M. Pauly
, Daniel B. Vigneron:
Generating Super Stimulated-Echoes in MRI and Their Application to Hyperpolarized C-13 Diffusion Metabolic Imaging. IEEE Trans. Medical Imaging 31(2): 265-275 (2012) - [j15]Pascal P. Stang, Steven M. Conolly, Juan M. Santos, John M. Pauly
, Greig C. Scott:
Medusa: A Scalable MR Console Using USB. IEEE Trans. Medical Imaging 31(2): 370-379 (2012) - [j14]Kim Shultz, Pascal P. Stang, Adam B. Kerr, John M. Pauly
, Greig C. Scott:
RF Field Visualization of RF Ablation at the Larmor Frequency. IEEE Trans. Medical Imaging 31(4): 938-947 (2012) - 2011
- [j13]Nikola Stikov
, Lee M. Perry, Aviv A. Mezer
, Elena I. Rykhlevskaia, Brian A. Wandell, John M. Pauly
, Robert F. Dougherty:
Bound pool fractions complement diffusion measures to describe white matter micro and macrostructure. NeuroImage 54(2): 1112-1121 (2011) - [j12]Marta G. Zanchi, Pascal P. Stang, Adam B. Kerr, John M. Pauly
, Greig C. Scott:
Frequency-Offset Cartesian Feedback for MRI Power Amplifier Linearization. IEEE Trans. Medical Imaging 30(2): 512-522 (2011) - 2010
- [j11]Marta G. Zanchi, Ross Venook, John M. Pauly
, Greig C. Scott:
An Optically Coupled System for Quantitative Monitoring of MRI-Induced RF Currents Into Long Conductors. IEEE Trans. Medical Imaging 29(1): 169-178 (2010) - [j10]Tolga Çukur
, Juan M. Santos, John M. Pauly
, Dwight G. Nishimura:
Variable-Density Parallel Imaging With Partially Localized Coil Sensitivities. IEEE Trans. Medical Imaging 29(5): 1173-1181 (2010) - 2009
- [j9]Uygar Sümbül
, Juan M. Santos, John M. Pauly
:
Improved Time Series Reconstruction for Dynamic Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 28(7): 1093-1104 (2009) - [j8]Uygar Sümbül
, Juan M. Santos, John M. Pauly
:
A Practical Acceleration Algorithm for Real-Time Imaging. IEEE Trans. Medical Imaging 28(12): 2042-2051 (2009) - 2008
- [j7]Michael Lustig, David L. Donoho, Juan M. Santos, John M. Pauly:
Compressed Sensing MRI. IEEE Signal Process. Mag. 25(2): 72-82 (2008) - [j6]Nathaniel I. Matter, Blaine Chronik, John M. Pauly
, Albert Macovski, Steven M. Conolly, Greig C. Scott:
Noise Performance of a Precision Pulsed Electromagnet Power Supply for Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 27(1): 75-86 (2008) - [j5]Michael Lustig, Seung-Jean Kim, John M. Pauly
:
A Fast Method for Designing Time-Optimal Gradient Waveforms for Arbitrary k-Space Trajectories. IEEE Trans. Medical Imaging 27(6): 866-873 (2008) - 2007
- [j4]L. Vidarsson, Charles H. Cunningham
, G. E. Gold, John M. Pauly
:
T2-Selective Magnetization Preparation Pulses. IEEE Trans. Medical Imaging 26(7): 981-989 (2007) - 2005
- [j3]Philip J. Beatty, Dwight G. Nishimura, John M. Pauly
:
Rapid gridding reconstruction with a minimal oversampling ratio. IEEE Trans. Medical Imaging 24(6): 799-808 (2005) - 2004
- [j2]R. Christopher DeCharms, Kalina Christoff, Gary H. Glover, John M. Pauly
, Susan Whitfield, John D. E. Gabrieli:
Learned regulation of spatially localized brain activation using real-time fMRI. NeuroImage 21(1): 436-443 (2004) - 2000
- [j1]Todd S. Sachs, Craig H. Meyer, John M. Pauly, Bob S. Hu, Dwight G. Nishimura, Albert Macovski:
The Real-Time Interactive 3D-DVA for Robust Coronary MRA. IEEE Trans. Medical Imaging 19(2): 73-79 (2000)
Conference and Workshop Papers
- 2024
- [c21]Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci:
Scaling Convex Neural Networks with Burer-Monteiro Factorization. ICLR 2024 - 2023
- [c20]Dave Van Veen, Cara Van Uden, Maayane Attias, Anuj Pareek, Christian Bluethgen, Malgorzata Polacin, Wah Chiu, Jean-Benoit Delbrouck, Juan Manuel Zambrano Chaves, Curtis P. Langlotz, Akshay Chaudhari, John M. Pauly:
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models. BioNLP@ACL 2023: 449-460 - 2022
- [c19]Elizabeth K. Cole, Qingxi Meng, John M. Pauly
, Shreyas Vasanawala
:
Learned Compression of High Dimensional Image Datasets. CVPR Workshops 2022: 1747-1751 - [c18]Tolga Ergen, Arda Sahiner, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci:
Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization. ICLR 2022 - [c17]Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci:
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions. ICLR 2022 - [c16]Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci:
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers. ICML 2022: 19050-19088 - [c15]Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari
, Shreyas Vasanawala
, Mert Pilanci, John M. Pauly
:
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. MICCAI (6) 2022: 737-747 - [c14]Arjun D. Desai, Beliz Gunel, Batu M. Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M. Pauly, Akshay S. Chaudhari:
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction. MIDL 2022: 325-352 - 2021
- [c13]Elizabeth K. Cole, Frank Ong, Shreyas S. Vasanawala
, John M. Pauly
:
Fast Unsupervised MRI Reconstruction Without Fully-Sampled Ground Truth Data Using Generative Adversarial Networks. ICCVW 2021: 3971-3980 - [c12]Arda Sahiner, Tolga Ergen, John M. Pauly, Mert Pilanci:
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms. ICLR 2021 - [c11]Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John M. Pauly:
Convex Regularization behind Neural Reconstruction. ICLR 2021 - 2020
- [c10]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: 337-340 - [c9]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: 1056-1059 - [c8]Enhao Gong, Jia Guo, Jiang Liu, Audrey P. Fan, John M. Pauly
, Greg Zaharchuk:
Deep learning and multi-contrast-based denoising for low-SNR Arterial Spin Labeling (ASL) MRI. Medical Imaging: Image Processing 2020: 113130M - [c7]Junshen Xu, Enhao Gong, Jiahong Ouyang, John M. Pauly
, Greg Zaharchuk:
Ultra-low-dose 18F-FDG brain PET/MR denoising using deep learning and multi-contrast information. Medical Imaging: Image Processing 2020: 113131P - 2019
- [c6]Guanhua Wang, Enhao Gong, Suchandrima Banerjee, John M. Pauly
, Greg Zaharchuk:
Accelerated MRI Reconstruction with Dual-Domain Generative Adversarial Network. MLMIR@MICCAI 2019: 47-57 - [c5]Jiahong Ouyang, Guanhua Wang, Enhao Gong, Kevin Chen, John M. Pauly
, Greg Zaharchuk:
Task-GAN: Improving Generative Adversarial Network for Image Reconstruction. MLMIR@MICCAI 2019: 193-204 - 2018
- [c4]Morteza Mardani, Qingyun Sun, David L. Donoho, Vardan Papyan, Hatef Monajemi, Shreyas Vasanawala, John M. Pauly:
Neural Proximal Gradient Descent for Compressive Imaging. NeurIPS 2018: 9596-9606 - 2017
- [c3]Morteza Mardani, Enhao Gong, Joseph Y. Cheng, John M. Pauly, Lei Xing:
Recurrent generative adversarial neural networks for compressive imaging. CAMSAP 2017: 1-5 - 2011
- [c2]Shreyas Vasanawala
, M. J. Murphy, Marcus T. Alley, P. Lai, Kurt Keutzer, John M. Pauly, Michael Lustig:
Practical parallel imaging compressed sensing MRI: Summary of two years of experience in accelerating body MRI of pediatric patients. ISBI 2011: 1039-1043 - 2009
- [c1]William Grissom, Kim Butts-Pauly, Michael Lustig, Viola Rieke, John M. Pauly, Nathan McDannold:
Regularized Referenceless Temperature Estimation in PRF-Shift MR Thermometry. ISBI 2009: 1235-1238
Informal and Other Publications
- 2023
- [i29]Dave Van Veen, Cara Van Uden, Maayane Attias, Anuj Pareek, Christian Bluethgen, Malgorzata Polacin, Wah Chiu, Jean-Benoit Delbrouck, Juan Manuel Zambrano Chaves, Curtis P. Langlotz, Akshay S. Chaudhari, John M. Pauly:
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models. CoRR abs/2305.01146 (2023) - [i28]Dave Van Veen, Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen, Anuj Pareek, Malgorzata Polacin, William Collins, Neera Ahuja, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, John M. Pauly, Akshay S. Chaudhari:
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts. CoRR abs/2309.07430 (2023) - 2022
- [i27]Beliz Gunel, Arda Sahiner, Arjun D. Desai, Akshay S. Chaudhari, Shreyas Vasanawala, Mert Pilanci, John M. Pauly:
Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction. CoRR abs/2204.10436 (2022) - [i26]Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci:
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers. CoRR abs/2205.08078 (2022) - [i25]Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D. Desai, Christopher M. Sandino, Shreyas Vasanawala, John M. Pauly, Morteza Mardani, Mert Pilanci:
GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction. CoRR abs/2207.08393 (2022) - [i24]Dave Van Veen, Rogier van der Sluijs, Batu Ozturkler, Arjun D. Desai, Christian Bluethgen, Robert D. Boutin, Marc H. Willis, Gordon Wetzstein, David B. Lindell
, Shreyas Vasanawala, John M. Pauly, Akshay S. Chaudhari:
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks. CoRR abs/2210.08676 (2022) - [i23]Ke Lei, Ali B. Syed, Xucheng Zhu, John M. Pauly, Shreyas S. Vasanawala:
Automated MRI Field of View Prescription from Region of Interest Prediction by Intra-stack Attention Neural Network. CoRR abs/2211.04703 (2022) - 2021
- [i22]Tolga Ergen, Arda Sahiner, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci:
Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization. CoRR abs/2103.01499 (2021) - [i21]Liyue Shen, Wei Zhao, Dante Capaldi, John M. Pauly, Lei Xing:
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction. CoRR abs/2105.11692 (2021) - [i20]Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci:
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions. CoRR abs/2107.05680 (2021) - [i19]Liyue Shen, John M. Pauly, Lei Xing:
NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction. CoRR abs/2108.10991 (2021) - [i18]Arjun D. Desai, Batu M. Ozturkler, Christopher M. Sandino, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M. Pauly, Akshay S. Chaudhari:
Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising. CoRR abs/2110.00075 (2021) - [i17]Ke Lei, John M. Pauly, Shreyas S. Vasanawala:
Artifact- and content-specific quality assessment for MRI with image rulers. CoRR abs/2111.03780 (2021) - 2020
- [i16]Elizabeth K. Cole, Joseph Y. Cheng, John M. Pauly, Shreyas S. Vasanawala:
Complex-Valued Convolutional Neural Networks for MRI Reconstruction. CoRR abs/2004.01738 (2020) - [i15]Liyue Shen, Wentao Zhu, Xiaosong Wang, Lei Xing, John M. Pauly, Baris Turkbey, Stephanie Anne Harmon, Thomas Hogue Sanford, Sherif Mehralivand, Peter L. Choyke, Bradford J. Wood, Daguang Xu:
Multi-Domain Image Completion for Random Missing Input Data. CoRR abs/2007.05534 (2020) - [i14]Elizabeth K. Cole, John M. Pauly, Shreyas S. Vasanawala, Frank Ong:
Unsupervised MRI Reconstruction with Generative Adversarial Networks. CoRR abs/2008.13065 (2020) - [i13]Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John M. Pauly:
Convex Regularization Behind Neural Reconstruction. CoRR abs/2012.05169 (2020) - [i12]Arda Sahiner, Tolga Ergen, John M. Pauly, Mert Pilanci:
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms. CoRR abs/2012.13329 (2020) - 2019
- [i11]Vineet Edupuganti, Morteza Mardani, Joseph Y. Cheng, Shreyas Vasanawala, John M. Pauly:
VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis. CoRR abs/1901.11228 (2019) - [i10]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 abs/1903.07824 (2019) - [i9]Morteza Mardani, Qingyun Sun, Vardan Papyan, Shreyas Vasanawala, John M. Pauly, David L. Donoho:
Degrees of Freedom Analysis of Unrolled Neural Networks. CoRR abs/1906.03742 (2019) - [i8]Ke Lei, Morteza Mardani, John M. Pauly, Shreyas S. Vasawanala:
Wasserstein GANs for MR Imaging: from Paired to Unpaired Training. CoRR abs/1910.07048 (2019) - [i7]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 abs/1912.02907 (2019) - 2018
- [i6]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 abs/1805.03300 (2018) - [i5]Morteza Mardani, Qingyun Sun, Shreyas Vasawanala, Vardan Papyan, Hatef Monajemi, John M. Pauly, David L. Donoho:
Neural Proximal Gradient Descent for Compressive Imaging. CoRR abs/1806.03963 (2018) - [i4]Liyue Shen, Katie S. Shpanskaya, Edward H. Lee, Emily McKenna, Maryam Maleki, Quin Lu
, Safwan Halabi, John M. Pauly, Kristen W. Yeom:
Deep Learning with Attention to Predict Gestational Age of the Fetal Brain. CoRR abs/1812.07102 (2018) - 2017
- [i3]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 abs/1706.00051 (2017) - [i2]Morteza Mardani, Hatef Monajemi, Vardan Papyan, Shreyas Vasanawala, David L. Donoho, John M. Pauly:
Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery. CoRR abs/1711.10046 (2017) - [i1]Junshen Xu, Enhao Gong, John M. Pauly, Greg Zaharchuk:
200x Low-dose PET Reconstruction using Deep Learning. CoRR abs/1712.04119 (2017)
Coauthor Index
aka: Batu M. Ozturkler
aka: Shreyas Vasanawala
aka: Shreyas S. Vasanawala
aka: Shreyas Vasawanala
aka: Shreyas S. Vasawanala
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last updated on 2024-08-08 20:13 CEST by the dblp team
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