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Hammernik, Kerstin
98  Ergebnisse:
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1

A Deep Learning-Based Integrated Framework for Quality-Awar..:

Machado, Inês ; Puyol-Antón, Esther ; Hammernik, Kerstin...
IEEE Transactions on Biomedical Engineering.  71 (2024)  3 - p. 855-865 , 2024
Link: https://doi.org/10.1109/..
 
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2

Predictive uncertainty in deep learning–based MR image reco..:

Küstner, Thomas ; Hammernik, Kerstin ; Rueckert, Daniel..
Magnetic Resonance in Medicine.  92 (2024)  1 - p. 289-302 , 2024
Link: https://doi.org/10.1002/..
 
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3

ICoNIK: Generating Respiratory-Resolved Abdominal MR Recons..:

, In: Deep Generative Models; Lecture Notes in Computer Science,
Spieker, Veronika ; Huang, Wenqi ; Eichhorn, Hannah... - p. 183-192 , 2024
Link: https://doi.org/10.1007/..
 
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4

Unrolled and rapid motion-compensated reconstruction for ca..:

Pan, Jiazhen ; Hamdi, Manal ; Huang, Wenqi...
Medical Image Analysis.  91 (2024)  - p. 103017 , 2024
Link: https://doi.org/10.1016/..
 
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5

Attention-aware non-rigid image registration for accelerate..:

Ghoul, Aya ; Pan, Jiazhen ; Lingg, Andreas...
IEEE Transactions on Medical Imaging.  , 2024
Link: https://doi.org/10.1109/..
 
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6

Neural Implicit k-space with Trainable Periodic Activation ..:

, In: Bildverarbeitung für die Medizin 2024; Informatik aktuell,
Haft, Patrick T. ; Huang, Wenqi ; Cruz, Gastao... - p. 82-87 , 2024
Link: https://doi.org/10.1007/..
 
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7

Reconstruction-driven motion estimation for motion-compensa..:

Pan, Jiazhen ; Huang, Wenqi ; Rueckert, Daniel..
IEEE Transactions on Medical Imaging.  , 2024
Link: https://doi.org/10.1109/..
 
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8

Towards Generalised Neural Implicit Representations for Ima..:

, In: Deep Generative Models; Lecture Notes in Computer Science,
Zimmer, Veronika A. ; Hammernik, Kerstin ; Sideri-Lampretsa, Vasiliki... - p. 45-55 , 2024
Link: https://doi.org/10.1007/..
 
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9

Deep Learning for Retrospective Motion Correction in MRI: A..:

Spieker, Veronika ; Eichhorn, Hannah ; Hammernik, Kerstin...
IEEE Transactions on Medical Imaging.  43 (2024)  2 - p. 846-859 , 2024
Link: https://doi.org/10.1109/..
 
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10

NISF: Neural Implicit Segmentation Functions:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Stolt-Ansó, Nil ; McGinnis, Julian ; Pan, Jiazhen.. - p. 734-744 , 2023
Link: https://doi.org/10.1007/..
 
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11

Physics-Aware Motion Simulation For T2*-Weighted Brain MRI:

, In: Simulation and Synthesis in Medical Imaging; Lecture Notes in Computer Science,
Eichhorn, Hannah ; Hammernik, Kerstin ; Spieker, Veronika... - p. 42-52 , 2023
Link: https://doi.org/10.1007/..
 
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12

Neural Implicit k-Space for Binning-Free Non-Cartesian Card..:

, In: Lecture Notes in Computer Science; Information Processing in Medical Imaging,
Huang, Wenqi ; Li, Hongwei Bran ; Pan, Jiazhen... - p. 548-560 , 2023
Link: https://doi.org/10.1007/..
 
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13

Single‐heartbeat cardiac cine imaging via jointly regulariz..:

Cruz, Gastao ; Hammernik, Kerstin ; Kuestner, Thomas...
NMR in Biomedicine.  36 (2023)  9 - p. , 2023
Link: https://doi.org/10.1002/..
 
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14

The Challenge of Fetal Cardiac MRI Reconstruction Using Dee..:

, In: Lecture Notes in Computer Science; Perinatal, Preterm and Paediatric Image Analysis,
Prokopenko, Denis ; Hammernik, Kerstin ; Roberts, Thomas... - p. 64-74 , 2023
Link: https://doi.org/10.1007/..
 
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15

Propagation and Attribution of Uncertainty in Medical Imagi..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Feiner, Leonhard F. ; Menten, Martin J. ; Hammernik, Kerstin... - p. 1-11 , 2023
Link: https://doi.org/10.1007/..
 
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