2023

F. Khader, G. Müller-Franzes, S. Tayebi Arasteh, T. Han, C. Haarburger, M. Schulze-Hagen, P. Schad, S. Engelhardt, B. Baeßler, S. Foersch, J. Stegmaier, C. Kuhl, S. Nebelung, J. N. Kather, D. Truhn
Denoising Diffusion Probabilistic Models for 3D Medical Image Generation
In: Scientific Reports 13 (1)

2023

F. Khader, J. N. Kather, G. Müller-Franzes, T. Wang, T. Han, S. Tayebi Arasteh, K. Hamesch, K. Bressem, C. Haarburger, J. Stegmaier, C. Kuhl, S. Nebelung, D. Truhn
Medical Transformer for Multimodal Survival Prediction in Intensive Care: Integration of Imaging and Non-Imaging Data
In: Scientific Reports 13 (1)

2021

Justus Schock, Daniel Truhn, Darius Nürnberger, Stefan Conrad, Marc S. Huppertz, Sebastian Keil, Christiane Kuhl, Dorit Merhof, Sven Nebelung
Artificial intelligence-based automatic assessment of lower limb torsion on MRI
In: Scientific Reports 11 (1)

2021

Michael Gadermayr, Lotte Heckmann, Kexin Li, Friederike Bähr, Madlaine Müller, Daniel Truhn, Dorit Merhof and Burkhard Gess
Image-to-Image Translation for Simplified MRI Muscle Segmentation
In: Frontiers in Radiology

2020

Tianyu Han, Sven Nebelung, Christoph Haarburger, Nicolas Horst, Sebastian Reinartz, Dorit Merhof, Fabian Kiessling, Volkmar Schulz and Daniel Truhn
Breaking medical data sharing boundaries by employing artificial radiographs
In: Science Advances

2020

Christoph Haarburger, Gustav Müller-Franzes, Leon Weninger, Christiane Kuhl, Daniel Truhn, Dorit Merhof
Radiomics feature reproducibility under inter‐rater variability in segmentations of ct images
In: Scientific Reports (accepted)

2020

Daniel Truhn, Nicolai Brill, Benedikt Braun, Dorit Merhof, Christiane Kuhl, Matthias Knobe, Johannes Thüring and Sven Nebelung
A multi-purpose force-controlled loading device for cartilage and meniscus functionality assessment using advanced MRI techniques
In: Journal of the Mechanical Behavior of Biomedical Materials 101

2020

Johannes Thüring, Oliver Rippel, Christoph Haarburger, Dorit Merhof, Philipp Schad, Philipp Bruners, Christiane K. Kuhl and Daniel Truhn
Multiphase CT-based prediction of Child-Pugh classification: a machine learning approach
In: European Radiology Experimental 4 (1)

2019

Michael Gadermayr, Kexin Li, Madlaine Müller, Daniel Truhn, Nils Krämer, Dorit Merhof and Burkhard Gess
Domain-specific data augmentation for segmenting MR images of fatty infiltrated human thighs with neural networks
In: Journal of Magnetic Resonance Imaging 49 (6)

2019

Daniel Truhn, Björn Sondern, Simon Oehrl, Markus Tingart, Matthias Knobe, Dorit Merhof, Christiane Kuhl, Johannes Thüring and Sven Nebelung
Differentiation of human cartilage degeneration by functional MRI mapping — an ex vivo study
In: European Radiology

2019

Daniel Truhn, Simone Schrading, Christoph Haarburger, Hannah Schneider, Dorit Merhof and Christiane Kuhl
Radiomic versus Convolutional Neural Networks Analysis for Classification of Contrast-enhancing Lesions at Multiparametric Breast MRI
In: Radiology 290 (2)

2016

Nicolai Brill, Mathias Wirtz, Dorit Merhof, Markus Tingart, Holger Jahr, Daniel Truhn, Robert Schmitt and Sven Nebelung
Polarization-Sensitive Optical Coherence Tomography-Based Imaging, Parameterization and Quantification of Human Cartilage Degeneration
In: Journal of Biomedical Optics 21 (7)

2016

Sven Nebelung, Nicolai Brill, Felix Müller, Markus Tingart, Thomas Pufe, Dorit Merhof, Robert Schmitt, Holger Jahr and Daniel Truhn
Towards Optical Coherence Tomography-Based Elastographic Evaluation of Human Cartilage
In: Journal of the Mechanical Behavior of Biomedical Materials 56

2009

Kerstin A. Nagel, Bernd Kastenholz, Siegfried Jahnke, Dagmar van Dusschoten, Til Aach, Matthias Mühlich, Daniel Truhn, Hanno Scharr, Stefan Terjung, Achim Walter and Ulrich Schurr
Temperature Response of Roots: Impact on Growth, Root System Architecture and Implications for Phenotyping
In: Functional Plant Biology 36 (Special Issue on Plant Phenomics)

2008

Til Aach, Frank Gilmer, Matthias Mühlich, Kerstin Nagel, Hanno Scharr, Ulrich Schurr, Daniel Truhn and Achim Walter
Wie Pflanzen Wurzeln schlagen: Digitale Bildanalyse macht Wurzel-Wachstum messbar
In: RWTH Themen (ISSN: 0179-079X) 1

2023

F. Khader, J. N. Kather, T. Han, S. Nebelung, C. Kuhl, J. Stegmaier, D. Truhn
Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers
In: Machine Learning in Medical Imaging Workshop at MICCAI 2023 (accepted paper)

2023

F. Khader, G. Müller-Franzes, S. T. Arasteh, T. Han, J. N. Kather, J. Stegmaier, S. Nebelung, D. Truhn
Vector-Quantized Latent Flows for Medical Image Synthesis and Out-Of-Distribution Detection
In: IEEE 20th International Symposium on Biomedical Imaging (ISBI)

2023

F. Khader, J. Stegmaier, S. Nebelung, D. Truhn
Multi-View Abnormality Detection in Clinical Knee MRI Studies Using Transformers
In: IEEE 20th International Symposium on Biomedical Imaging (ISBI)

2022

Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung and Dorit Merhof
Monoplanar CT Reconstruction with GANs
In: IEEE International Conference on Image Processing Theory and Tools and Applications (IPTA)

2021

Michael Gadermayr, Maximilian Tschuchnig, Laxmi Gupta, Nils Krämer, Daniel Truhn, Dorit Merhof and Burkhard Gess
An asymmetric cycle-consistency loss for dealing with many-to-one mappings in image translation: a study on thigh MR scans
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2020

Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Paul Kruse, Daniel Truhn, Stefan Conrad, Gerald Antoch, Christiane Kuhl, Sven Nebelung and Dorit Merhof
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data From the Osteoarthritis Initiative
In: MICCAI Workshop on Shape Analysis in Medical Imaging (ShapeMI)

2020

Marcin Kopaczka, Richard Lindenputz, Daniel Truhn, Maximilian Schulze-Hagen and Dorit Merhof
Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans
In: Bildverarbeitung fuer die Medizin (BVM)

2020

Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Gustav Mueller-Franzes, Leon Weninger and Dorit Merhof
Radiomic Feature Stability Analysis based on Probabilistic Segmentations
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2019

Christoph Haarburger, Michael Baumgartner, Daniel Truhn, Mirjam Broeckmann, Hannah Schneider, Simone Schrading, Christiane Kuhl and Dorit Merhof
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2019

Oliver Rippel, Daniel Truhn, Johannes Thüring, Christoph Haarburger, Christiane K. Kuhl and Dorit Merhof
Prediction of Liver Function based on DCE-CT
In: Bildverarbeitung für die Medizin (BVM)

2019

Christoph Haarburger, Nicolas Horst, Daniel Truhn, Mirjam Broeckmann, Simone Schrading, Christiane Kuhl and Dorit Merhof
Multiparametric Magnetic Resonance Image Synthesis using Generative Adversarial Networks
In: Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

2018

Christoph Haarburger, Johannes Rüther, Daniel Truhn, Simone Schrading, Daniel Bug, Christiane K. Kuhl and Dorit Merhof
Abbreviated Breast Biopsy Procedure by Registration of Craniocaudal and Mediolateral Breast MR Images
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2018

Christoph Haarburger, Peter Langenberg, Daniel Truhn, Hannah Schneider, Johannes Thüring, Simone Schrading, Christiane K. Kuhl and Dorit Merhof
Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images
In: Bildverarbeitung für die Medizin (BVM)

2008

Thomas Stehle, Daniel Truhn and Til Aach
Camera Calibration for Endoscopical Fish-Eye Lenses for 3D Reconstruction
In: Liege Image Days, International Conference on Medical Imaging

2008

Matthias Mählich, Daniel Truhn, Kerstin Nagel, Achim Walter, Hanno Scharr and Til Aach
Measuring Plant Root Growth
In: Pattern Recognition

2007

Thomas Stehle, Daniel Truhn, Til Aach, Christian Trautwein and Jens Tischendorf
Camera Calibration for Fish-Eye Lenses in Endoscopy with an Application to 3D Reconstruction
In: Proceedings IEEE International Symposium on Biomedical Imaging (ISBI)