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K

Kerstin Hammernik

technical university of munich

24H指数
152论文数
4.2K被引数
收录论文 27
发表时间
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Learning efficient non-rigid registration in k-space for accelerated Magnetic Resonance Imaging学习k空间中用于加速磁共振成像的高效非刚性配准
errMedical Image Analysis
IF11.8
err2026-09-08
err0
errOAAI
errAya Ghoul; Kerstin Hammernik; Andreas Lingg; Patrick Krumm; Daniel Rueckert; Sergios Gatidis; Thomas Küstner
err分享
err收藏
Subspace Implicit Neural Representations for Real-Time Cardiac Cine MR Imaging子空间隐式神经表示用于实时心脏电影MRI成像
errINFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2025, PT I
IF0
err2026-01-01
err1
PREAI
errHuang, Wenqi; Spieker, Veronika; Xu, Siying; Cruz, Gastao; Prieto, Claudia; Schnabel, Julia A.; Hammernik, Kerstin; Kuestner, Thomas; Rueckert, Daniel
err分享
err收藏
Self-supervised Motion-Compensated Reconstruction for Cardiac Cine MRI自监督运动补偿重建技术在心脏电影MRI中的应用
errRECONSTRUCTION AND IMAGING MOTION ESTIMATION, AND GRAPHS IN BIOMEDICAL IMAGE ANALYSIS, RIME 2025, GRAIL 2025
IF0
err2026-01-01
err0
PREAI
errXu, Siying; Ghoul, Aya; Hammernik, Kerstin; Kuebler, Jens; Krumm, Patrick; Lingg, Andreas; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas
err分享
err收藏
PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRIPISCO：用于改进动态MRI神经隐式k空间表示的自监督k空间正则化
errMedical Image Analysis
IF11.8
err2025-11-29
err0
PREAI
errVeronika Spieker; Hannah Eichhorn; Wenqi Huang; Jonathan K. Stelter; Tabita Catalan; Rickmer F. Braren; Daniel Rueckert; Francisco Sahli Costabal; Kerstin Hammernik; Dimitrios C. Karampinos; Claudia Prieto; Julia A. Schnabel
err分享
err收藏
Multi-Frame Image Registration for Automated Ventricular Function Assessment in Single Breath-Hold Cine MRI Using Limited Labels基于有限标签的单次屏气电影MRI中用于自动心室功能评估的多帧图像配准
errMagnetic Resonance in Medicine
IF3
err2025-10-18
err0
errOAAI
errAya Ghoul; Paxstan Cassal Paulson; Andreas Lingg; Patrick Krumm; Kerstin Hammernik; Daniel Rueckert; Sergios Gatidis; Thomas Küstner
err分享
err收藏
Motion-robust T 2 ∗ $$ {\mathrm{T}}_2^{\ast } $$ quantification from low-resolution gradient echo brain MRI with physics-informed deep learning基于物理信息深度学习的低分辨率梯度回波脑MRI运动鲁棒T2*量化
errMagnetic Resonance in Medicine
IF3
err2025-08-22
err0
errOAAI
errHannah Eichhorn; Veronika Spieker; Kerstin Hammernik; Elisa Saks; Lina Felsner; Kilian Weiss; Christine Preibisch; Julia A. Schnabel
err分享
err收藏
Attention incorporated network for sharing low-rank, image and k-space information during MR image reconstruction to achieve single breath-hold cardiac Cine imaging注意力结合网络，用于在MR图像重建过程中共享低秩，图像和k空间信息，以实现单次屏气心脏电影成像
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2025-03-01
err0
errOAAI
errXu, Siying; Hammernik, Kerstin; Lingg, Andreas; Kuebler, Jens; Krumm, Patrick; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas
err分享
err收藏
Shortcut to chemically accurate quantum computing via density-based basis-set correction
errCOMMUNICATIONS CHEMISTRY
IF6.2
err2024-11-18
err1
errOAAI
errTraore, Diata; Adjoua, Olivier; Feniou, Cesar; Lygatsika, Ioanna-Maria; Maday, Yvon; Posenitskiy, Evgeny; Hammernik, Kerstin; Peruzzo, Alberto; Toulouse, Julien; Giner, Emmanuel; Piquemal, Jean-Philip
err分享
err收藏
Deep learning-based whole-brain B1+-mapping at 7T基于深度学习的7t全脑B1映射
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2024-10-27
err0
errOAAI
errKrueger, Felix; Aigner, Christoph Stefan; Lutz, Max; Riemann, Layla Tabea; Degenhardt, Katja; Hadjikiriakos, Kimon; Zimmermann, Felix Frederik; Hammernik, Kerstin; Schulz-Menger, Jeanette; Schaeffter, Tobias; Schmitter, Sebastian
err分享
err收藏
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-08-01
err1
errOAAI
errGhoul, Aya; Pan, Jiazhen; Lingg, Andreas; Kuebler, Jens; Krumm, Patrick; Hammernik, Kerstin; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas
err分享
err收藏
Motion-Compensated MR CINE Reconstruction With Reconstruction-Driven Motion Estimation
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-07-01
err0
errOAAI
errPan, Jiazhen; Huang, Wenqi; Rueckert, Daniel; Kustner, Thomas; Hammernik, Kerstin
err分享
err收藏
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review深度学习在MRI回顾性运动校正中的应用: 综述
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-02-01
err12
errOAAI
errSpieker, Veronika; Eichhorn, Hannah; Hammernik, Kerstin; Rueckert, Daniel; Preibisch, Christine; Karampinos, Dimitrios C.; Schnabel, Julia A.
err分享
err收藏
Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set使用深度集成的基于深度学习的MR图像重建中的预测不确定性: 对fastMRI数据集的评估
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2024-01-28
err6
errOAAI
errKuestner, Thomas; Hammernik, Kerstin; Rueckert, Daniel; Hepp, Tobias; Gatidis, Sergios
err分享
err收藏
Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-01-01
err3
PREAI
errPan, Jiazhen; Hamdi, Manal; Huang, Wenqi; Hammernik, Kerstin; Kuestner, Thomas; Rueckert, Daniel
err分享
err收藏
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2023-01-01
err33
PREAI
errHammernik, Kerstin; Kustner, Thomas; Yaman, Burhaneddin; Huang, Zhengnan; Rueckert, Daniel; Knoll, Florian; Akcakaya, Mehmet
err分享
err收藏
Rapid estimation of 2D relative B1+-maps from localizers in the human heart at 7T using deep learning使用深度学习在7T下从人类心脏中的定位器快速估计2D相对B1图
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2022-11-06
err11
errOAAI
errKrueger, Felix; Aigner, Christoph Stefan; Hammernik, Kerstin; Dietrich, Sebastian; Lutz, Max; Schulz-Menger, Jeanette; Schaeffter, Tobias; Schmitter, Sebastian
err分享
err收藏
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-02-01
err24
errOAAI
errNarnhofer, Dominik; Effland, Alexander; Kobler, Erich; Hammernik, Kerstin; Knoll, Florian; Pock, Thomas
err分享
err收藏
Complementary time-frequency domain networks for dynamic parallel MR image reconstruction
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2021-07-13
err30
errOAAI
errQin, Chen; Duan, Jinming; Hammernik, Kerstin; Schlemper, Jo; Kuestner, Thomas; Botnar, Rene; Prieto, Claudia; Price, Anthony N.; Hajnal, Joseph, V; Rueckert, Daniel
err分享
err收藏
Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity-weighted coil combination
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2021-06-10
err59
errOAAI
errHammernik, Kerstin; Schlemper, Jo; Qin, Chen; Duan, Jinming; Summers, Ronald M.; Rueckert, Daniel
err分享
err收藏
CG-SENSE revisited: Results from the first ISMRM reproducibility challenge
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2020-11-12
err26
errOAAI
errMaier, Oliver; Baete, Steven Hubert; Fyrdahl, Alexander; Hammernik, Kerstin; Harrevelt, Seb; Kasper, Lars; Karakuzu, Agah; Loecher, Michael; Patzig, Franz; Tian, Ye; Wang, Ke; Gallichan, Daniel; Uecker, Martin; Knoll, Florian
err分享
err收藏

研究方向

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合作学者
合作期刊
D
Daniel Rueckert
H 指数: 132 · 论文数: 1.6K
J
Joseph V. Hajnal
H 指数: 97 · 论文数: 1.1K
R
Ronald M. Summers
H 指数: 86 · 论文数: 786
李
李硕 (Shuo Li)
H 指数: 84 · 论文数: 2.5K
A
Alejandro F. Frangi
H 指数: 75 · 论文数: 881
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