Publications by authors named "Thomas Kustner"

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Multi-Frame Image Registration for Automated Ventricular Function Assessment in Single Breath-Hold Cine MRI Using Limited Labels.
Aya Ghoul, Paxstan Cassal Paulson, Andreas Lingg, Patrick Krumm, Kerstin Hammernik

Magn Reson Med· March 2026

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Motion Mitigation Techniques for Abdominal and Cardiac MR Imaging.
Eric M Schrauben, Gastao Lima da Cruz, Christopher W Roy, Thomas Küstner

J Magn Reson Imaging· December 2025

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AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization.
Jakob Dexl, Sergios Gatidis, Marcel Früh, Katharina Jeblick, Andreas Mittermeier

J Nucl Med· December 2025

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Multiparametric functional MRI of the kidneys - evaluation of test-retest repeatability and effects of different manual and automatic image analysis strategies.
Cecilia Liang, Isabelle Loster, Stephan Ursprung, Aya Ghoul, Thomas Küstner

Rofo· October 2025

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Clinical Evaluation of A-LIKNet: Deep Learning-Accelerated Single-Breath-Hold CINE Magnetic Resonance Imaging for Cardiac Function Assessment.
Jens Kübler, Stanislau Chekan, Siying Xu, Aya Ghoul, Andreas Lingg

Invest Radiol· October 2025

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Self-Supervised Feature Learning for Cardiac Cine MR Image Reconstruction.
Siying Xu, Marcel Fruh, Kerstin Hammernik, Andreas Lingg, Jens Kubler, Thomas Kustner

IEEE Trans Med Imaging· September 2025

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ESMRMB 2025 focus topic: cycle of quality-from concept to clinical and scientific impact.
Thomas Küstner, Roy Haast, Nikos Priovoulos, Patricia Clement, Daniel Pinto Dos Santos

MAGMA· July 2025

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Reducing energy consumption in musculoskeletal MRI using shorter scan protocols, optimized magnet cooling patterns, and deep learning sequences.
Saif Afat, Julian Wohlers, Judith Herrmann, Andreas S Brendlin, Sebastian Gassenmaier

Eur Radiol· April 2025

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Determinants of ascending aortic morphology: cross-sectional deep learning-based analysis on 25 073 non-contrast-enhanced NAKO MRI studies.
Louisa Fay, Tobias Hepp, Moritz T Winkelmann, Annette Peters, Margit Heier

Eur Heart J Cardiovasc Imaging· April 2025

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Attention incorporated network for sharing low-rank, image and k-space information during MR image reconstruction to achieve single breath-hold cardiac Cine imaging.
Siying Xu, Kerstin Hammernik, Andreas Lingg, Jens Kübler, Patrick Krumm

Comput Med Imaging Graph· March 2025

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Coronary artery disease detection using deep learning and ultrahigh-resolution photon-counting coronary CT angiography.
Jan M Brendel, Jonathan Walterspiel, Florian Hagen, Jens Kübler, Andreas S Brendlin

Diagn Interv Imaging· February 2025

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 - a large-scale dataset of 3D medical shapes for computer vision.
Jianning Li, Zongwei Zhou, Jiancheng Yang, Antonio Pepe, Christina Gsaxner

Biomed Tech (Berl)· February 2025

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TotalSegmentator MRI: Robust Sequence-independent Segmentation of Multiple Anatomic Structures in MRI.
Tugba Akinci D'Antonoli, Lucas K Berger, Ashraya K Indrakanti, Nathan Vishwanathan, Jakob Weiss

Radiology· February 2025

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Artificial intelligence-enhanced detection of subclinical coronary artery disease in athletes: diagnostic performance and limitations.
Jens Kübler, Jan M Brendel, Thomas Küstner, Jonathan Walterspiel, Florian Hagen

Int J Cardiovasc Imaging· December 2024

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Feasibility, classification and potential clinical impact of non-invasive delineation of abdominal lymphatic vessels in patients following TCPC with T2 weighted MRI.
Anja Hanser, Michael Hofbeck, Melanie Hofmeister, Petros Martirosian, Andreas Hornung

Sci Rep· November 2024

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Tumour-informed liquid biopsies to monitor advanced melanoma patients under immune checkpoint inhibition.
Christopher Schroeder, Sergios Gatidis, Olga Kelemen, Leon Schütz, Irina Bonzheim

Nat Commun· October 2024

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Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging.
Aya Ghoul, Jiazhen Pan, Andreas Lingg, Jens Kubler, Patrick Krumm, Thomas Kustner

IEEE Trans Med Imaging· August 2024

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Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set.
Thomas Küstner, Kerstin Hammernik, Daniel Rueckert, Tobias Hepp, Sergios Gatidis

Magn Reson Med· July 2024

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Motion-Compensated MR CINE Reconstruction With Reconstruction-Driven Motion Estimation.
Jiazhen Pan, Wenqi Huang, Daniel Rueckert, Thomas Kustner, Kerstin Hammernik

IEEE Trans Med Imaging· July 2024

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ESMRMB 2024 focus topic "MR Beyond Structures: The dynamic body at different scales".
Joana Pinto, Allison McGee, Hendrik Mattern, Karin Markenroth Bloch, Roy A M Haast

MAGMA· July 2024

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The intelligent imaging revolution: artificial intelligence in MRI and MRS acquisition and reconstruction.
Thomas Küstner, Chen Qin, Changyu Sun, Lipeng Ning, Cian M Scannell

MAGMA· July 2024

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Fully automated contrast selection of joint bright- and black-blood late gadolinium enhancement imaging for robust myocardial scar assessment.
Victor de Villedon de Naide, Jean-David Maes, Manuel Villegas-Martinez, Indra Ribal, Aurélien Maillot

Magn Reson Imaging· June 2024

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Artificial intelligence in medical physics.
Steffen Bollmann, Thomas Küstner, Qian Tao, Frank G Zöllner

Z Med Phys· May 2024

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Deep learning-based age estimation from clinical Computed Tomography image data of the thorax and abdomen in the adult population.
Bjarne Kerber, Tobias Hepp, Thomas Küstner, Sergios Gatidis

PLoS One· November 2023

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Impact of Tracer Dose Reduction in [18 F]-Labelled Fluorodeoxyglucose-Positron Emission Tomography ([18 F]-FDG)-PET) on Texture Features and Histogram Indices: A Study in Homogeneous Tissues of Phantom and Patient.
Jonas Vogel, Ferdinand Seith, Arne Estler, Konstantin Nikolaou, Holger Schmidt

Tomography· September 2023

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