Tobias Hepp

20 papers A 1B 1Misc 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations.
Comput. Medical Imaging Graph.
Marc Fischer, Tobias Hepp, Sergios Gatidis, Bin Yang
2021 J jnl
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation.
IEEE Trans. Medical Imaging
Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang
2021 A conf
Conditional De-Identification of 3D Magnetic Resonance Images.
BMVC
Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith
2021 J jnl
Conditional De-Identification of 3D Magnetic Resonance Images.
CoRR
Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith
2021 J jnl
Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation.
npj Digit. Medicine
August DuMont Schütte, Jürgen Hetzel, Sergios Gatidis, Tobias Hepp, Benedikt Dietz, Stefan Bauer, Patrick Schwab
2021 J jnl
Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study.
Comput. Medical Imaging Graph.
Tobias Hepp, Dominik Blum, Karim Armanious, Bernhard Schölkopf, Darko Stern, Bin Yang, Sergios Gatidis
2021 Misc conf
Uncertainty-Based Biological Age Estimation of Brain MRI Scans.
ICASSP
Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang
2021 J jnl
Uncertainty-Based Biological Age Estimation of Brain MRI Scans.
CoRR
Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang
2021 — conf
Uncertainty-Guided Progressive GANs for Medical Image Translation.
MICCAI (3)
Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata
2021 J jnl
Uncertainty-Guided Progressive GANs for Medical Image Translation.
CoRR
Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata
2020 J jnl
Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation.
CoRR
Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang
2020 J jnl
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies.
CoRR
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
2020 J jnl
MedGAN: Medical image translation using GANs.
Comput. Medical Imaging Graph.
Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Tobias Hepp, Konstantin Nikolaou, Sergios Gatidis, Bin Yang
2020 — conf
Organ-Based Chronological Age Estimation Based on 3D MRI Scans.
EUSIPCO
Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang
2020 J jnl
Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation.
CoRR
August DuMont Schütte, Jürgen Hetzel, Sergios Gatidis, Tobias Hepp, Benedikt Dietz, Stefan Bauer, Patrick Schwab
2020 B conf
ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging.
ICIP
Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang
2019 J jnl
Organ-based Age Estimation based on 3D MRI Scans.
CoRR
Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang
2019 — —
Texturanalyse und maschinelles Lernen in der onkologischen Bildgebung - klinische und technische Anwendungen.
Tobias Hepp
2019 J jnl
ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities.
CoRR
Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang
2018 J jnl
ImFEATbox: a toolbox for extraction and analysis of medical image features.
Int. J. Comput. Assist. Radiol. Surg.
Annika Liebgott, Thomas Küstner, Heiko Strohmeier, Tobias Hepp, Philipp Mangold, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, Sergios Gatidis