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Tobias Hepp · SciRah

Researcher profile · Semantic Scholar

Tobias Hepp

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Tobias Hepp — researcher profile on SciRah

h-index: 20
Works: 68
Citations: 2,200

Most-cited papers

MedGAN: Medical Image Translation using GANs
Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner +4 more
2018Comput. Medical Imaging Graph.737 citations Open access
Semantic Scholar
A whole-body FDG-PET/CT Dataset with manually annotated Tumor Lesions
S. Gatidis, Tobias Hepp, Marcel Früh, C. la Fougère +6 more
2022Scientific Data342 citations Open access
Semantic Scholar
Approaches to Regularized Regression – A Comparison between Gradient Boosting and the Lasso
Tobias Hepp, M. Schmid, O. Gefeller, E. Waldmann +1 more
2016Methods of Information in Medicine115 citations
Semantic Scholar
Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation
August DuMont Schütte, J. Hetzel, S. Gatidis, Tobias Hepp +3 more
2020npj Digital Medicine114 citations Open access
Semantic Scholar
Independent attenuation correction of whole body [18F]FDG-PET using a deep learning approach with Generative Adversarial Networks
Karim Armanious, Tobias Hepp, Thomas Küstner, H. Dittmann +4 more
2020EJNMMI Research63 citations Open access
Semantic Scholar
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation
Karim Armanious, Sherif Abdulatif, W. Shi, Shashank Salian +5 more
2021IEEE Transactions on Medical Imaging48 citations Open access
Semantic Scholar
Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study
Tobias Hepp, D. Blum, Karim Armanious, B. Schölkopf +3 more
2021Comput. Medical Imaging Graph.48 citations Open access
Semantic Scholar
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments via Deep Learning in 3D Whole-Body MRI of Epidemiologic Cohort Studies.
Thomas Küstner, Tobias Hepp, Marc Fischer, Martin Schwartz +8 more
2020Radiology: Artificial Intelligence46 citations Open access
Semantic Scholar
ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging
Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp +2 more
2019International Conference on Information Photonics46 citations Open access
Semantic Scholar
Deep Learning‐Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies
Turkay Kart, Marc Fischer, Thomas Küstner, Tobias Hepp +5 more
2021Investigative Radiology45 citations
Semantic Scholar
Probing for Sparse and Fast Variable Selection with Model-Based Boosting
Janek Thomas, Tobias Hepp, A. Mayr, B. Bischl
2017Comput. Math. Methods Medicine39 citations Open access
Semantic Scholar
Uncertainty-Guided Progressive GANs for Medical Image Translation
Uddeshya Upadhyay, Yan-Bei Chen, Tobias Hepp, S. Gatidis +1 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention37 citations Open access
Semantic Scholar
An Update on Statistical Boosting in Biomedicine
A. Mayr, Benjamin Hofner, E. Waldmann, Tobias Hepp +2 more
2017Comput. Math. Methods Medicine37 citations Open access
Semantic Scholar
Complementary role of computed tomography texture analysis for differentiation of pancreatic ductal adenocarcinoma from pancreatic neuroendocrine tumors in the portal-venous enhancement phase
C. Reinert, Karolin Baumgartner, Tobias Hepp, M. Bitzer +1 more
2020Abdominal Radiology31 citations Open access
Semantic Scholar
Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations
Marc Fischer, Tobias Hepp, S. Gatidis, Bin Yang
2023Comput. Medical Imaging Graph.29 citations
Semantic Scholar
Accuracy and concordance of measurement methods to assess non-adherence after renal transplantation - a prospective study
Marietta Lieb, Tobias Hepp, M. Schiffer, M. Opgenoorth +1 more
2020BMC Nephrology27 citations Open access
Semantic Scholar
T2 mapping for the characterization of prostate lesions
Tobias Hepp, Laura Kalmbach, M. Kolb, P. Martirosian +8 more
2022World journal of urology25 citations Open access
Semantic Scholar
Simultaneous whole-body PET/MRI with integrated multiparametric MRI for primary staging of high-risk prostate cancer
S. Kaufmann, S. Kruck, S. Gatidis, Tobias Hepp +9 more
2020RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren22 citations
Semantic Scholar
Weakly supervised segmentation of tumor lesions in PET-CT hybrid imaging
Marcel Früh, Marc Fischer, A. Schilling, S. Gatidis +1 more
2021Journal of Medical Imaging21 citations Open access
Semantic Scholar
MRI Brain Signal Intensity and Relaxation Times in Individuals with Prior Exposure to Gadobutrol.
M. Saake, Alexandra Schmidle, M. Kopp, Jannis Hanspach +6 more
2019Radiology21 citations
Semantic Scholar
Comprehensive assessment of knee joint synovitis at 7 T MRI using contrast-enhanced and non-enhanced sequences
C. Treutlein, T. Bäuerle, A. Nagel, A. Guermazi +6 more
2020BMC Musculoskeletal Disorders19 citations Open access
Semantic Scholar
Psychosocial impact of prognostic genetic testing in uveal melanoma patients: a controlled prospective clinical observational study
Marietta Lieb, S. Tagay, Anja Breidenstein, Tobias Hepp +6 more
2020BMC Psychology19 citations Open access
Semantic Scholar
Head-to-head comparison of biparametric versus multiparametric MRI of the prostate before robot-assisted transperineal fusion prostate biopsy
W. Thaiss, Simone Moser, Tobias Hepp, S. Kruck +6 more
2022World journal of urology18 citations Open access
Semantic Scholar
mRNA Expression of SMPD1 Encoding Acid Sphingomyelinase Decreases upon Antidepressant Treatment
C. Rhein, I. Zoicas, Lena M Marx, S. Zeitler +9 more
2021International Journal of Molecular Sciences18 citations Open access
Semantic Scholar
Fully Automated Segmentation and Shape Analysis of the Thoracic Aorta in Non–contrast-enhanced Magnetic Resonance Images of the German National Cohort Study
Tobias Hepp, Marc Fischer, M. Winkelmann, Sonja Baldenhofer +4 more
2020Journal of thoracic imaging17 citations
Semantic Scholar
Development of a Hybrid-Imaging-Based Prognostic Index for Metastasized-Melanoma Patients in Whole-Body 18F-FDG PET/CT and PET/MRI Data
Thomas Küstner, J. Vogel, Tobias Hepp, A. Forschner +6 more
2022Diagnostics14 citations Open access
Semantic Scholar
Interleukin-6 secretion upon acute psychosocial stress as a potential predictor of psychotherapy outcome in posttraumatic stress disorder
C. Rhein, Tobias Hepp, Olga Kraus, Kristin von Majewski +3 more
2021Journal of neural transmission14 citations
Semantic Scholar
Significance Tests for Boosted Location and Scale Models with Linear Base-Learners
Tobias Hepp, M. Schmid, A. Mayr
2019The International Journal of Biostatistics14 citations Open access
Semantic Scholar
Mixture density networks for the indirect estimation of reference intervals
Tobias Hepp, J. Zierk, M. Rauh, M. Metzler +1 more
2022BMC Bioinformatics13 citations Open access
Semantic Scholar
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?
R. Perl, Rainer Grimmer, Tobias Hepp, M. Horger
2020Investigative Radiology12 citations
Semantic Scholar
Effects of simulated dose variation on contrast-enhanced CT-based radiomic analysis for Non-Small Cell Lung Cancer.
Tobias Hepp, A. Othman, Annika Liebgott, Jong Hyo Kim +2 more
2020European Journal of Radiology12 citations
Semantic Scholar
ImFEATbox: a toolbox for extraction and analysis of medical image features
Annika Liebgott, Thomas Küstner, Heiko Strohmeier, Tobias Hepp +6 more
2018International Journal of Computer Assisted Radiology and Surgery12 citations
Semantic Scholar
Organ-Based Chronological Age Estimation Based on 3D MRI Scans
Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner +3 more
2019European Signal Processing Conference11 citations Open access
Semantic Scholar
Adaptive step-length selection in gradient boosting for Gaussian location and scale models
Boyao Zhang, Tobias Hepp, S. Greven, Elisabeth Bergherr
2022Computational statistics (Zeitschrift)10 citations Open access
Semantic Scholar
Automated Morphometric Analysis of the Hip Joint on MRI from the German National Cohort Study.
Marc Fischer, S. Walter, Tobias Hepp, Manuel Zimmer +3 more
2021Radiology: Artificial Intelligence10 citations Open access
Semantic Scholar
Efficacy and tolerability of chemosaturation in patients with hepatic metastases from uveal melanoma
Arne Estler, Christoph Artzner, M. Bitzer, K. Nikolaou +6 more
2021Acta Radiologica10 citations
Semantic Scholar
Dose Optimization of Perfusion-derived Response Assessment in Hepatocellular Carcinoma Treated with Transarterial Chemoembolization: Comparison of Volume Perfusion CT and Iodine Concentration.
W. Thaiss, U. Haberland, S. Kaufmann, Tobias Hepp +6 more
2019Academic Radiology9 citations
Semantic Scholar
Quantification of Facial Fat Compartment Variations: A Three-Dimensional Morphometric Analysis of the Cheek
Arne Estler, G. Grözinger, Eva Estler, Tobias Hepp +6 more
2023Plastic and Reconstructive Surgery8 citations
Semantic Scholar
Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources
Tobias Hepp, J. Zierk, M. Rauh, M. Metzler +1 more
2020BMC Bioinformatics8 citations Open access
Semantic Scholar
Longitudinal Assessment of Examiner Experience and the Accuracy of Sonographic Fetal Weight Estimation at Term
F. Faschingbauer, J. Heimrich, E. Raabe, S. Kehl +7 more
2017Journal of ultrasound in medicine8 citations Open access
Semantic Scholar
Apparent Diffusion Coefficient (ADC) Histogram Analysis in Parotid Gland Tumors: Evaluating a Novel Approach for Differentiation between Benign and Malignant Parotid Lesions Based on Full Histogram Distributions
Tobias Hepp, W. Wuest, R. Heiss, M. May +5 more
2022Diagnostics7 citations Open access
Semantic Scholar
Diagnostic benefit of multiparametric MRI over contrast-enhanced CT in patients with bladder cancer: A single-center 1-year experience.
F. Hagen, V. Norz, W. Thaiss, A. Mair +8 more
2021European Journal of Radiology6 citations Open access
Semantic Scholar
Complete Free-breathing Adenosine Stress Cardiac MRI Using Compressed Sensing and Motion Correction: Comparison of Functional Parameters, Perfusion, and Late Enhancement with the Standard Breath-holding Examination.
C. Treutlein, M. Wiesmüller, M. May, R. Heiss +3 more
2019Radiology: Cardiothoracic Imaging6 citations Open access
Semantic Scholar
Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation
Karim Armanious, Sherif Abdulatif, W. Shi, Shashank Salian +5 more
2020arXiv.org5 citations
Semantic Scholar
Auswirkungen der Ausgangsbeschränkungen im Zusammenhang mit Covid-19 auf Supermarktbesuche in Deutschland
Tobias Hepp, Pia Marquart, Christoph Jauck, O. Gefeller
2021Das Gesundheitswesen4 citations Open access
Semantic Scholar
A Taxonomy for Psycho-Oncological Intervention Techniques in an Acute Care Hospital in Germany
M. Mádl, Marietta Lieb, Katharina Schieber, Tobias Hepp +1 more
2021Oncology Research and Treatment4 citations Open access
Semantic Scholar
[Peribiliary cysts].
Y. Ye, Tobias Hepp, M. Bitzer, M. Horger
2019RöFo. Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren (Print)4 citations
Semantic Scholar
ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities
Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp +2 more
2019arXiv.org4 citations
Semantic Scholar
Conditional De-Identification of 3D Magnetic Resonance Images
Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith
2021British Machine Vision Conference3 citations Open access
Semantic Scholar
Preventive Care in Type 2 Diabetes: Results of a Randomized, Controlled Trial in Community Pharmacies
Katja Prax, K. Schmiedel, Tobias Hepp, H. Schlager +1 more
2021Diabetes Care3 citations
Semantic Scholar

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