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Knoll, Florian
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1

Digital reference object toolkit of breast DCE MRI for quan..:

Bae, Jonghyun ; Tan, Zhengguo ; Solomon, Eddy...
Magnetic Resonance in Medicine.  92 (2024)  4 - p. 1728-1742 , 2024
Link: https://doi.org/10.1002/..
 
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2

Accelerated diffusion-weighted magnetic resonance imaging a..:

Tan, Zhengguo ; Liebig, Patrick Alexander ; Heidemann, Robin Martin..
Imaging Neuroscience.  2 (2024)  - p. 1-15 , 2024
Link: https://doi.org/10.1162/..
 
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3

Stable Deep MRI Reconstruction Using Generative Priors:

Zach, Martin ; Knoll, Florian ; Pock, Thomas
IEEE Transactions on Medical Imaging.  42 (2023)  12 - p. 3817-3832 , 2023
Link: https://doi.org/10.1109/..
 
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4

Physics-Driven Deep Learning for Computational Magnetic Res..:

Hammernik, Kerstin ; Kustner, Thomas ; Yaman, Burhaneddin...
IEEE Signal Processing Magazine.  40 (2023)  1 - p. 98-114 , 2023
Link: https://doi.org/10.1109/..
 
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5

Bayesian Uncertainty Estimation of Learned Variational MRI ..:

Narnhofer, Dominik ; Effland, Alexander ; Kobler, Erich...
IEEE Transactions on Medical Imaging.  41 (2022)  2 - p. 279-291 , 2022
Link: https://doi.org/10.1109/..
 
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6

Estimation of the capillary level input function for dynami..:

Bae, Jonghyun ; Huang, Zhengnan ; Knoll, Florian...
Magnetic Resonance in Medicine.  87 (2022)  5 - p. 2536-2550 , 2022
Link: https://doi.org/10.1002/..
 
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7

Alternating Learning Approach for Variational Networks and ..:

Zibetti, Marcelo Victor Wust ; Knoll, Florian ; Regatte, Ravinder R.
IEEE Transactions on Computational Imaging.  8 (2022)  - p. 449-461 , 2022
Link: https://doi.org/10.1109/..
 
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8

Virtual mouse brain histology from multi-contrast MRI via d..:

Liang, Zifei ; Lee, Choong H ; Arefin, Tanzil M...
eLife.  11 (2022)  - p. , 2022
Link: https://doi.org/10.7554/..
 
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9

fastMRI+, Clinical pathology annotations for knee and brain..:

Zhao, Ruiyang ; Yaman, Burhaneddin ; Zhang, Yuxin...
Scientific Data.  9 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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10

Results of the 2020 fastMRI Challenge for Machine Learning ..:

Muckley, Matthew J. ; Riemenschneider, Bruno ; Radmanesh, Alireza...
IEEE Transactions on Medical Imaging.  40 (2021)  9 - p. 2306-2317 , 2021
Link: https://doi.org/10.1109/..
 
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11

Deep Learning Reconstruction Enables Highly Accelerated Bip..:

Johnson, Patricia M. ; Tong, Angela ; Donthireddy, Awani...
Journal of Magnetic Resonance Imaging.  56 (2021)  1 - p. 184-195 , 2021
Link: https://doi.org/10.1002/..
 
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12

Deep-Learning Methods for Parallel Magnetic Resonance Imagi..:

Knoll, Florian ; Hammernik, Kerstin ; Zhang, Chi...
IEEE Signal Processing Magazine.  37 (2020)  1 - p. 128-140 , 2020
Link: https://doi.org/10.1109/..
 
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13

Training a neural network for Gibbs and noise removal in di..:

Muckley, Matthew J. ; Ades‐Aron, Benjamin ; Papaioannou, Antonios...
Magnetic Resonance in Medicine.  85 (2020)  1 - p. 413-428 , 2020
Link: https://doi.org/10.1002/..
 
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14

Advancing machine learning for MR image reconstruction with..:

Knoll, Florian ; Murrell, Tullie ; Sriram, Anuroop...
Magnetic Resonance in Medicine.  84 (2020)  6 - p. 3054-3070 , 2020
Link: https://doi.org/10.1002/..
 
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15

Artificial Intelligence for MR Image Reconstruction: An Ove..:

Lin, Dana J. ; Johnson, Patricia M. ; Knoll, Florian.
Journal of Magnetic Resonance Imaging.  53 (2020)  4 - p. 1015-1028 , 2020
Link: https://doi.org/10.1002/..
 
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