Thomas Küstner - Dissemin

All papers authored by Thomas Küstner

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2023 Louisa Fay

, Erick Cobos, Bin Yang

, Sergios Gatidis

, Thomas Küstner

Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing

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2022 Sergios Gatidis

, Tobias Hepp, Marcel Früh, Christian La Fougère, Konstantin Nikolaou, Christina Pfannenberg, Bernhard Schölkopf, Thomas Küstner

, Clemens Cyran, Daniel Rubin

A whole-body FDG-PET/CT Dataset with manually annotated Tumor Lesions

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Marcel Frueh, Thomas Kuestner

, Marcel Nachbar

, Daniela Thorwarth, Andreas Schilling, Sergios Gatidis

Self-supervised learning for automated anatomical tracking in medical image data with minimal human labeling effort

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Marcel Frueh

, Andreas Schilling, Sergios Gatidis

, Thomas Kuestner

Real Time Landmark Detection for Within- and Cross Subject Tracking With Minimal Human Supervision

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2021 Susann-Cathrin Olthof, Christian Reinert, Konstantin Nikolaou, Christina Pfannenberg, Sergios Gatidis

, Thomas Benkert, Thomas Küstner

, Patrick Krumm

Detection of lung lesions in breath-hold VIBE and free-breathing Spiral VIBE MRI compared to CT

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Gastao Cruz

, Haikun Qi, Olivier Jaubert

, Thomas Kuestner

, Torben Schneider, Rene Michael Botnar, Claudia Prieto

Generalized low‐rank nonrigid motion‐corrected reconstruction for MR fingerprinting

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Karim Armanious

, Sherif Abdulatif, Wenbin Shi

, Shashank Salian

, Thomas Kustner

, Daniel Weiskopf

, Tobias Hepp, Sergios Gatidis

, Bin Yang

Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation

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2020 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 via Deep Learning in 3D Whole-Body MRI of Epidemiologic Cohort Studies

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2019 Thomas Küstner

, Karim Armanious, Jiahuan Yang, Bin Yang, Fritz Schick, Sergios Gatidis

Retrospective correction of motion‐affected MR images using deep learning frameworks

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This paper was not found in any repository; the policy of its publisher is unknown or unclear.

Thomas Küstner

, Aurelien Bustin, Gastao Cruz, Teresa Correia, Giulia Ginami, Radhouene Neji, Rene M. Botnar, Claudia Prieto

3D Cartesian Free-running Cardiac and Respiratory Resolved Whole-heart MRI

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Marc Fischer, Sven Walter, Christian Klinger, Thomas Küstner

, Bin Yang, Mike Notohamiprodjo, Fritz Schick

Automated Deep Learning based 3D Hip Segmentation in PD-weighted MR images of a large-scale cohort study

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Martin Schwartz, Günter Steidle, Petros Martirosian, Thomas Küstner

, Jürgen Machann, Cora Weigert, Bin Yang, Fritz Schick

Longitudinal Analysis of Spontaneous Mechanical Activities in Resting Leg Musculature Assessed by Diffusion-Weighted Imaging: Preliminary Results

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Thomas Küstner

, Aurelien Bustin, Olivier Jaubert, Radhouene Neji, Claudia Prieto, Rene M. Botnar

3D Cartesian Fast-interrupted Steady-state Sequence (FISS) with Intrinsic Fat Suppression

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Thomas Küstner

, Martin Schwartz, Yipin Zhu, Petros Martirosian, Bin Yang, Sergios Gatidis, Jürgen Machann, Fritz Schick

Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes

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Annika Liebgott, Jianming Yi, Thomas Küstner

, Konstantin Nikolaou, Bin Yang, Sergios Gatidis

Reinforcement Learning for Automated Reference-free MR Image Quality Assessment

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Thomas Küstner

, Bin Yang, Fritz Schick, Sergios Gatidis, Karim Armanious

Retrospective motion correction using deep learning

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Annika Liebgott, Janik Steyer-Ege, Tobias Hepp, Thomas Küstner

, Konstantin Nikolaou, Bin Yang, Sergios Gatidis

Feature Reduction and Selection: a Study on their Importance in the Context of Radiomics

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Martin Schwartz, Petros Martirosian, Thomas Küstner

, Günter Steidle, Thorsten Feiweier, Bin Yang, Fritz Schick

Whole-Body Mapping of Spontaneous Mechanical Activities in Musculature

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Thomas Küstner

, Sarah Müller, Marc Fischer, Martin Schwartz, Petros Martirosian, Bin Yang, Fritz Schick, Sergios Gatidis

Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies

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Thomas Küstner

, Aurelien Bustin, Radhouene Neji, Rene Botnar, Claudia Prieto

3D Cartesian Whole-heart CINE MRI Exploiting Patch-based Spatial and Temporal Redundancies

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All papers authored by Thomas Küstner