Tobias Hepp

Can a Novel Deep Neural Network Improve the Computer-Aided Detection of Solid Pulmonary Nodules and the Rate of False-Positive Findings in Comparison to an Established Machine Learning Computer-Aided Detection?

Regine Mariette Perl, Rainer Grimmer, Tobias Hepp, 2020, Investigative radiology.

Uncertainty-Guided Progressive GANs for Medical Image Translation

Zeynep Akata, Sergios Gatidis, Uddeshya Upadhyay, 2021, MICCAI.

Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation

Sergios Gatidis, Stefan Bauer, Patrick Schwab, 2020, npj Digital Medicine.

Conditional De-Identification of 3D Magnetic Resonance Images pdf

Zeynep Akata, Kevin Smith, Tobias Hepp, 2021, BMVC.

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study

Bernhard Schölkopf, Sergios Gatidis, Darko Stern, 2021, Comput. Medical Imaging Graph..

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

Daniel Weiskopf, Sergios Gatidis, Bin Yang, 2021, IEEE Transactions on Medical Imaging.

Weakly supervised segmentation of tumor lesions in PET-CT hybrid imaging

Sergios Gatidis, Marc Fischer, Andreas Schilling, 2021, Journal of medical imaging.

Uncertainty-Based Biological Age Estimation of Brain MRI Scans

Sergios Gatidis, Bin Yang, Wenbin Shi, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Approaches to Regularized Regression – A Comparison between Gradient Boosting and the Lasso

Matthias Schmid, Olaf Gefeller, Elisabeth Waldmann, 2016, Methods of Information in Medicine.

Quantification of Hemodynamic Changes in Chronic Liver Disease: Correlation of Perfusion-CT Data with Histopathologic Staging of Fibrosis.

Konstantin Nikolaou, Sascha Kaufmann, Tobias Hepp, 2019 .