ImFEATbox: a toolbox for extraction and analysis of medical image features. - Annika Liebgott; Thomas Küstner; Heiko Strohmeier; Tobias Hepp 002; Philipp Mangold; Petros Martirosian; Fabian Bamberg; Konstantin Nikolaou; Bin Yang 009; Sergios Gatidis (Int. J. Comput. Assist. Radiol. Surg., 2018)

Organ-based Age Estimation based on 3D MRI Scans. - Karim Armanious; Sherif Abdulatif; Anish Rao Bhaktharaguttu; Thomas Küstner; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2019)

ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities. - Karim Armanious; Vijeth Kumar; Sherif Abdulatif; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2019)

Texturanalyse und maschinelles Lernen in der onkologischen Bildgebung - klinische und technische Anwendungen. - Tobias Hepp 002 (2019)

Organ-Based Chronological Age Estimation Based on 3D MRI Scans. - Karim Armanious; Sherif Abdulatif; Anish Rao Bhaktharaguttu; Thomas Küstner; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (EUSIPCO, 2020)

ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging. - Karim Armanious; Vijeth Kumar; Sherif Abdulatif; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (ICIP, 2020)

MedGAN: Medical image translation using GANs. - Karim Armanious; Chenming Jiang; Marc Fischer 003; Thomas Küstner; Tobias Hepp 002; Konstantin Nikolaou; Sergios Gatidis; Bin Yang 009 (Comput. Medical Imaging Graph., 2020)

Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies. - Thomas Küstner; Tobias Hepp 002; Marc Fischer 003; Martin Schwartz; Andreas Fritsche; Hans-Ulrich Häring; Konstantin Nikolaou; Fabian Bamberg; Bin Yang 009; Fritz Schick; Sergios Gatidis; Jürgen Machann (CoRR, 2020)

Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Shashank Salian; Thomas Küstner; Daniel Weiskopf; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2020)

Conditional De-Identification of 3D Magnetic Resonance Images. - Lennart Alexander Van der Goten; Tobias Hepp 002; Zeynep Akata; Kevin Smith 001 (BMVC, 2021)

Uncertainty-Based Biological Age Estimation of Brain MRI Scans. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (ICASSP, 2021)

Uncertainty-Guided Progressive GANs for Medical Image Translation. - Uddeshya Upadhyay; Yanbei Chen; Tobias Hepp 002; Sergios Gatidis; Zeynep Akata (MICCAI (3), 2021)

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study. - Tobias Hepp 002; Dominik Blum; Karim Armanious; Bernhard Schölkopf; Darko Stern; Bin Yang 009; Sergios Gatidis (Comput. Medical Imaging Graph., 2021)

Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation. - August DuMont Schütte; Jürgen Hetzel; Sergios Gatidis; Tobias Hepp 002; Benedikt Dietz; Stefan Bauer; Patrick Schwab (npj Digit. Medicine, 2021)

Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Shashank Salian; Thomas Küstner; Daniel Weiskopf; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (IEEE Trans. Medical Imaging, 2021)

Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations. - Marc Fischer 003; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (Comput. Medical Imaging Graph., 2023)