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Thomas Kustner
Thomas Küstner
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2020 – today
- 2024
- [j15]Jiazhen Pan
, Manal Hamdi, Wenqi Huang
Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI. Medical Image Anal. 91: 103017 (2024) - [j14]Jiazhen Pan
Motion-Compensated MR CINE Reconstruction With Reconstruction-Driven Motion Estimation. IEEE Trans. Medical Imaging 43(7): 2420-2433 (2024) - [j13]Aya Ghoul
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging. IEEE Trans. Medical Imaging 43(8): 3013-3026 (2024) - [c20]Veronika Ecker, Marcel Früh, Bin Yang, Sergios Gatidis, Thomas Küstner:
Deep Regression for Biological Age Estimation in Multiple Organs: Investigations on 40, 000 Subjects of the UK Biobank. ICASSP 2024: 2255-2259 - [c19]Sarah Müller, Louisa Fay, Lisa M. Koch, Sergios Gatidis, Thomas Küstner, Philipp Berens:
Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging. MLMI@MICCAI (2) 2024: 53-62 - [i19]Aya Ghoul, Jiazhen Pan, Andreas Lingg, Jens Kübler, Patrick Krumm
Attention-aware non-rigid image registration for accelerated MR imaging. CoRR abs/2404.17621 (2024) - [i18]Tugba Akinci D'Antonoli, Lucas K. Berger, Ashraya K. Indrakanti, Nathan Vishwanathan
TotalSegmentator MRI: Sequence-Independent Segmentation of 59 Anatomical Structures in MR images. CoRR abs/2405.19492 (2024) - [i17]Siying Xu, Kerstin Hammernik, Andreas Lingg, Jens Kübler, Patrick Krumm
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine Imaging. CoRR abs/2407.03034 (2024) - [i16]Sarah Müller, Louisa Fay, Lisa M. Koch, Sergios Gatidis, Thomas Küstner, Philipp Berens:
Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging. CoRR abs/2407.18792 (2024) - 2023
- [j12]Louisa Fay
Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing. IEEE Access 11: 64070-64086 (2023) - [j11]Marc Fischer, Thomas Küstner, Sofia Pappa, Thoralf Niendorf, Tobias Pischon
Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study. BMC Medical Imaging 23(1): 104 (2023) - [j10]Kerstin Hammernik
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging. IEEE Signal Process. Mag. 40(1): 98-114 (2023) - [c18]Paul Fischer, Thomas Küstner, Christian F. Baumgartner:
Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction. UNSURE@MICCAI 2023: 84-94 - [c17]Jiazhen Pan, Suprosanna Shit
Global k-Space Interpolation for Dynamic MRI Reconstruction Using Masked Image Modeling. MICCAI (10) 2023: 228-238 - [i15]Jiazhen Pan, Wenqi Huang, Daniel Rueckert, Thomas Küstner, Kerstin Hammernik:
Reconstruction-driven motion estimation for motion-compensated MR CINE imaging. CoRR abs/2302.02504 (2023) - [i14]Jiazhen Pan, Suprosanna Shit, Özgün Turgut, Wenqi Huang, Hongwei Bran Li, Nil Stolt Ansó, Thomas Küstner, Kerstin Hammernik, Daniel Rueckert:
Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image Modeling. CoRR abs/2307.12672 (2023) - [i13]Paul Fischer, Thomas Küstner, Christian F. Baumgartner
Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction. CoRR abs/2308.02631 (2023) - [i12]Jianning Li, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Yuan Jin, Narmada Ambigapathy, Enrico Nasca, Naida Solak, Gian Marco Melito
MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision. CoRR abs/2308.16139 (2023) - 2022
- [j9]Marcel Frueh
Real Time Landmark Detection for Within- and Cross Subject Tracking With Minimal Human Supervision. IEEE Access 10: 81192-81202 (2022) - [j8]Marcel Frueh, Thomas Küstner
Self-supervised learning for automated anatomical tracking in medical image data with minimal human labeling effort. Comput. Methods Programs Biomed. 225: 107085 (2022) - [c16]Jiazhen Pan, Daniel Rueckert, Thomas Küstner, Kerstin Hammernik:
Learning-Based and Unrolled Motion-Compensated Reconstruction for Cardiac MR CINE Imaging. MICCAI (6) 2022: 686-696 - [i11]Kerstin Hammernik, Thomas Küstner, Burhaneddin Yaman, Zhengnan Huang, Daniel Rueckert, Florian Knoll, Mehmet Akçakaya:
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging. CoRR abs/2203.12215 (2022) - [i10]Jiazhen Pan, Daniel Rueckert, Thomas Küstner, Kerstin Hammernik:
Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging. CoRR abs/2209.03671 (2022) - 2021
- [j7]Haikun Qi
Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning. IEEE Trans. Medical Imaging 40(1): 444-454 (2021) - [j6]Karim Armanious
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation. IEEE Trans. Medical Imaging 40(7): 1778-1791 (2021) - [j5]Thomas Küstner
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 40(12): 3686-3697 (2021) - [c15]Kerstin Hammernik, Jiazhen Pan, Daniel Rueckert, Thomas Küstner:
Motion-Guided Physics-Based Learning for Cardiac MRI Reconstruction. ACSCC 2021: 900-907 - [c14]Jiazhen Pan, Daniel Rueckert, Thomas Küstner, Kerstin Hammernik:
Efficient Image Registration Network for Non-Rigid Cardiac Motion Estimation. MLMIR@MICCAI 2021: 14-24 - [i9]Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto:
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging. CoRR abs/2107.09060 (2021) - 2020
- [j4]Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner
MedGAN: Medical image translation using GANs. Comput. Medical Imaging Graph. 79: 101684 (2020) - [c13]Thomas Küstner, Jiazhen Pan, Christopher Gilliam, Haikun Qi, Gastão Cruz, Kerstin Hammernik, Bin Yang, Thierry Blu, Daniel Rueckert, René M. Botnar, Claudia Prieto, Sergios Gatidis:
Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. APSIPA 2020: 976-985 - [c12]Karim Armanious, Sherif Abdulatif
Organ-Based Chronological Age Estimation Based on 3D MRI Scans. EUSIPCO 2020: 1225-1228 - [c11]Karim Armanious, Aastha Tanwar, Sherif Abdulatif
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. ISBI 2020: 1494-1498 - [c10]Haikun Qi, Niccolo Fuin, Thomas Küstner, René M. Botnar
Accelerated 4D Respiratory Motion-Resolved Cardiac MRI with a Model-Based Variational Network. MICCAI (6) 2020: 427-435 - [i8]Thomas Küstner, Tobias Hepp, Marc Fischer, Martin Schwartz, Andreas Fritsche, Hans-Ulrich Häring, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, Sergios Gatidis, Jürgen Machann:
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies. CoRR abs/2008.02251 (2020) - [i7]Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang:
Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation. CoRR abs/2009.10765 (2020)
2010 – 2019
- 2019
- [c9]Karim Armanious, Chenming Jiang, Sherif Abdulatif
Unsupervised Medical Image Translation Using Cycle-MedGAN. EUSIPCO 2019: 1-5 - [c8]Karim Armanious, Sergios Gatidis
Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans. ISBI 2019: 1550-1554 - [i6]Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang:
Unsupervised Medical Image Translation Using Cycle-MedGAN. CoRR abs/1903.03374 (2019) - [i5]Karim Armanious, Aastha Tanwar, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang:
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. CoRR abs/1910.05597 (2019) - [i4]Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang:
Organ-based Age Estimation based on 3D MRI Scans. CoRR abs/1910.06271 (2019) - 2018
- [j3]Annika Liebgott
ImFEATbox: a toolbox for extraction and analysis of medical image features. Int. J. Comput. Assist. Radiol. Surg. 13(12): 1881-1893 (2018) - [c7]Sebastian Milde, Annika Liebgott
Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Imaging. APSIPA 2018: 838-847 - [c6]Thomas Kustner, Marvin Jandt, Annika Liebgott
Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging. ICASSP 2018: 995-999 - [c5]Thomas Küstner
Semantic Organ Segmentation in 3D Whole-Body MR Images. ICIP 2018: 3498-3502 - [i3]Karim Armanious, Chenming Yang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang:
MedGAN: Medical Image Translation using GANs. CoRR abs/1806.06397 (2018) - [i2]Thomas Küstner, Sergios Gatidis, Annika Liebgott, Martin Schwartz, Lukas Mauch, Petros Martirosian, Holger Schmidt, Nina F. Schwenzer, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick:
A Machine-learning framework for automatic reference-free quality assessment in MRI. CoRR abs/1806.09602 (2018) - [i1]Karim Armanious, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang:
Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs. CoRR abs/1809.06276 (2018) - 2017
- [j2]Thomas Kustner
MR-based respiratory and cardiac motion correction for PET imaging. Medical Image Anal. 42: 129-144 (2017) - [c4]Thomas Kustner, Philip Wolf, Martin Schwartz, Annika Liebgott
An easy-to-use image labeling platform for automatic magnetic resonance image quality assessment. ISBI 2017: 754-757 - 2016
- [j1]Thomas Kustner, Christian Würslin, Sergios Gatidis
MR Image Reconstruction Using a Combination of Compressed Sensing and Partial Fourier Acquisition: ESPReSSo. IEEE Trans. Medical Imaging 35(11): 2447-2458 (2016) - [c3]Annika Liebgott
Active learning for magnetic resonance image quality assessment. ICASSP 2016: 922-926 - [c2]Christopher Gilliam
3D motion flow estimation using local all-pass filters. ISBI 2016: 282-285 - 2015
- [c1]Thomas Kustner, Christian Würslin, Holger Schmidt, Bin Yang:
Combining Compressed Sensing with motion correction in acquisition and reconstruction for PET/MR. ICASSP 2015: 788-792
Coauthor Index
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last updated on 2024-11-04 20:43 CET by the dblp team
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