![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Tobias Hepp
Person information
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
- [j12]Marc Fischer
, Tobias Hepp, Sergios Gatidis
, Bin Yang:
Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations. Comput. Medical Imaging Graph. 104: 102174 (2023) - 2022
- [j11]Tobias Hepp
, Jakob Zierk, Manfred Rauh, Markus Metzler, Sarem Seitz:
Mixture density networks for the indirect estimation of reference intervals. BMC Bioinform. 23(1): 307 (2022) - [j10]Boyao Zhang
, Tobias Hepp
, Sonja Greven, Elisabeth Bergherr:
Adaptive step-length selection in gradient boosting for Gaussian location and scale models. Comput. Stat. 37(5): 2295-2332 (2022) - 2021
- [j9]Tobias Hepp, Dominik Blum, Karim Armanious, Bernhard Schölkopf, Darko Stern, Bin Yang, Sergios Gatidis
:
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. 92: 101967 (2021) - [j8]August DuMont Schütte
, Jürgen Hetzel, Sergios Gatidis
, Tobias Hepp, Benedikt Dietz
, Stefan Bauer
, Patrick Schwab
:
Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation. npj Digit. Medicine 4 (2021) - [j7]Karim Armanious
, Sherif Abdulatif
, Wenbin Shi
, Shashank Salian
, Thomas Küstner
, Daniel Weiskopf
, Tobias Hepp, Sergios Gatidis
, Bin Yang
:
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation. IEEE Trans. Medical Imaging 40(7): 1778-1791 (2021) - [c5]Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith:
Conditional De-Identification of 3D Magnetic Resonance Images. BMVC 2021: 86 - [c4]Karim Armanious, Sherif Abdulatif
, Wenbin Shi, Tobias Hepp, Sergios Gatidis
, Bin Yang:
Uncertainty-Based Biological Age Estimation of Brain MRI Scans. ICASSP 2021: 1100-1104 - [c3]Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis
, Zeynep Akata:
Uncertainty-Guided Progressive GANs for Medical Image Translation. MICCAI (3) 2021: 614-624 - [i8]Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang:
Uncertainty-Based Biological Age Estimation of Brain MRI Scans. CoRR abs/2103.08491 (2021) - [i7]Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata:
Uncertainty-Guided Progressive GANs for Medical Image Translation. CoRR abs/2106.15542 (2021) - [i6]Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith:
Conditional De-Identification of 3D Magnetic Resonance Images. CoRR abs/2110.09927 (2021) - 2020
- [j6]Tobias Hepp
, Jakob Zierk, Manfred Rauh, Markus Metzler
, Andreas Mayr
:
Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources. BMC Bioinform. 21(1): 524 (2020) - [j5]Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner
, Tobias Hepp, Konstantin Nikolaou, Sergios Gatidis
, Bin Yang:
MedGAN: Medical image translation using GANs. Comput. Medical Imaging Graph. 79: 101684 (2020) - [c2]Karim Armanious, Sherif Abdulatif
, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis
, Bin Yang:
Organ-Based Chronological Age Estimation Based on 3D MRI Scans. EUSIPCO 2020: 1225-1228 - [c1]Karim Armanious, Vijeth Kumar, Sherif Abdulatif
, Tobias Hepp, Sergios Gatidis
, Bin Yang:
ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging. ICIP 2020: 3005-3009 - [i5]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 by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies. CoRR abs/2008.02251 (2020) - [i4]Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang:
Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation. CoRR abs/2009.10765 (2020) - [i3]August DuMont Schütte, Jürgen Hetzel, Sergios Gatidis, Tobias Hepp, Benedikt Dietz, Stefan Bauer, Patrick Schwab:
Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation. CoRR abs/2012.03769 (2020)
2010 – 2019
- 2019
- [b2]Tobias Hepp:
Erweiterung inferenzstatistischer Fähigkeiten modellbasierter Gradient-Boosting Algorithmen (Extending the inferential capabilities of model-based gradient boosting algorithms). University of Erlangen-Nuremberg, Germany, 2019 - [b1]Tobias Hepp:
Texturanalyse und maschinelles Lernen in der onkologischen Bildgebung - klinische und technische Anwendungen. University of Tübingen, Germany, 2019, pp. 1-131 - [i2]Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang:
Organ-based Age Estimation based on 3D MRI Scans. CoRR abs/1910.06271 (2019) - [i1]Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang:
ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities. CoRR abs/1910.09230 (2019) - 2018
- [j4]Annika Liebgott
, Thomas Küstner
, Heiko Strohmeier, Tobias Hepp, Philipp Mangold, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, Sergios Gatidis
:
ImFEATbox: a toolbox for extraction and analysis of medical image features. Int. J. Comput. Assist. Radiol. Surg. 13(12): 1881-1893 (2018) - [j3]Janek Thomas
, Tobias Hepp
, Andreas Mayr
, Bernd Bischl:
Corrigendum to "Probing for Sparse and Fast Variable Selection with Model-Based Boosting". Comput. Math. Methods Medicine 2018: 2430438:1 (2018) - 2017
- [j2]Janek Thomas
, Tobias Hepp
, Andreas Mayr
, Bernd Bischl:
Probing for Sparse and Fast Variable Selection with Model-Based Boosting. Comput. Math. Methods Medicine 2017: 1421409:1-1421409:8 (2017) - [j1]Andreas Mayr
, Benjamin Hofner
, Elisabeth Waldmann
, Tobias Hepp
, Sebastian Meyer
, Olaf Gefeller
:
An Update on Statistical Boosting in Biomedicine. Comput. Math. Methods Medicine 2017: 6083072:1-6083072:12 (2017)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-24 23:08 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint