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Pauly, John
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1

Adapted large language models can outperform medical expert..:

Van Veen, Dave ; Van Uden, Cara ; Blankemeier, Louis...
Nature Medicine.  30 (2024)  4 - p. 1134-1142 , 2024
Link: https://doi.org/10.1038/..
 
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2

Deep Learning Reconstruction for Free-breathing Radial Cine..:

Yurt, Mahmut ; Ryu, Kanghyun ; Li, Zhitao...
Journal of Cardiovascular Magnetic Resonance.  26 (2024)  - p. 100200 , 2024
Link: https://doi.org/10.1016/..
 
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3

MRI retrospective respiratory gating and cardiac sensing by..:

Lee, Wonje ; Ryu, Kanghyun ; Li, Zhitao...
IEEE Transactions on Biomedical Engineering.  , 2024
Link: https://doi.org/10.1109/..
 
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4

NeRP: Implicit Neural Representation Learning With Prior Em..:

Shen, Liyue ; Pauly, John ; Xing, Lei
IEEE Transactions on Neural Networks and Learning Systems.  35 (2024)  1 - p. 770-782 , 2024
Link: https://doi.org/10.1109/..
 
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5

Missing Wedge Completion via Unsupervised Learning with Coo..:

Van Veen, Dave ; Galaz-Montoya, Jesús G. ; Shen, Liyue...
International Journal of Molecular Sciences.  25 (2024)  10 - p. 5473 , 2024
Link: https://doi.org/10.3390/..
 
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6

Erratum: "Ultra‐low‐dose PET reconstruction using generativ..:

Ouyang, Jiahong ; Chen, Kevin T. ; Gong, Enhao..
Medical Physics.  50 (2023)  9 - p. 5932-5932 , 2023
Link: https://doi.org/10.1002/..
 
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7

Novel-view X-ray projection synthesis through geometry-inte..:

Shen, Liyue ; Yu, Lequan ; Zhao, Wei..
Medical Image Analysis.  77 (2022)  - p. 102372 , 2022
Link: https://doi.org/10.1016/..
 
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8

Scale-Equivariant Unrolled Neural Networks for Data-Efficie..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2022,
Gunel, Beliz ; Sahiner, Arda ; Desai, Arjun D.... - p. 737-747 , 2022
Link: https://doi.org/10.1007/..
 
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9

Deep Learning-Based Water-Fat Separation from Dual-Echo Che..:

Wu, Yan ; Alley, Marcus ; Li, Zhitao...
Bioengineering.  9 (2022)  10 - p. 579 , 2022
Link: https://doi.org/10.3390/..
 
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10

Learned Compression of High Dimensional Image Datasets:

, In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Cole, Elizabeth ; Meng, Qingxi ; Pauly, John. - p. 1747-1751 , 2022
Link: https://doi.org/10.1109/..
 
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11

A geometry-informed deep learning framework for ultra-spars..:

Shen, Liyue ; Zhao, Wei ; Capaldi, Dante..
Computers in Biology and Medicine.  148 (2022)  - p. 105710 , 2022
Link: https://doi.org/10.1016/..
 
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12

Analysis of deep complex‐valued convolutional neural networ..:

Cole, Elizabeth ; Cheng, Joseph ; Pauly, John.
Magnetic Resonance in Medicine.  86 (2021)  2 - p. 1093-1109 , 2021
Link: https://doi.org/10.1002/..
 
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13

Accelerated MRI Reconstruction with Dual-Domain Generative ..:

, In: Machine Learning for Medical Image Reconstruction; Lecture Notes in Computer Science,
Wang, Guanhua ; Gong, Enhao ; Banerjee, Suchandrima.. - p. 47-57 , 2019
Link: https://doi.org/10.1007/..
 
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14

Task-GAN: Improving Generative Adversarial Network for Imag..:

, In: Machine Learning for Medical Image Reconstruction; Lecture Notes in Computer Science,
Ouyang, Jiahong ; Wang, Guanhua ; Gong, Enhao... - p. 193-204 , 2019
Link: https://doi.org/10.1007/..
 
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15

Ultra‐low‐dose PET reconstruction using generative adversar..:

Ouyang, Jiahong ; Chen, Kevin T. ; Gong, Enhao..
Medical Physics.  46 (2019)  8 - p. 3555-3564 , 2019
Link: https://doi.org/10.1002/..
 
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