Publications by authors named "Tobias Hepp"

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A randomized, controlled, 12-month trial on the effects of an interdisciplinary treatment approach in ESRD patients: study protocol of the smart and fit for kidney transplantation trial (S&F4KTx).
Helge Krusemark, Judith Kleemann, Julian Weigand, Dennis Kannenkeril, Katharina Heller, Tobias Hepp

Trials· August 2025

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Penalized regression splines in Mixture Density Networks.
Quentin Edward Seifert, Anton Thielmann, Elisabeth Bergherr, Benjamin Säfken, Jakob Zierk, Tobias Hepp

Int J Biostat· May 2025

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Determinants of ascending aortic morphology: cross-sectional deep learning-based analysis on 25 073 non-contrast-enhanced NAKO MRI studies.
Louisa Fay, Tobias Hepp, Moritz T Winkelmann, Annette Peters, Margit Heier

Eur Heart J Cardiovasc Imaging· April 2025

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Clinical Pharmacist Counselling Improves Long-term Medication Safety and Patient-reported Outcomes in Anti-TNF-treated Patients With Inflammatory Bowel Diseases: The Prospective, Randomized AdPhaNCED Trial.
Johannes Plechschmidt, Konstantin Fietkau, Tobias Hepp, Peter Dietrich, Sarah Fischer

Inflamm Bowel Dis· January 2025

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Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set.
Thomas Küstner, Kerstin Hammernik, Daniel Rueckert, Tobias Hepp, Sergios Gatidis

Magn Reson Med· July 2024

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Diagnostic Utility of Interleukin-6 in Early-Onset Sepsis among Term Newborns: Impact of Maternal Risk Factors and CRP Evaluation.
Maria Schleier, Julia Lubig, Sven Kehl, Steven Hébert, Joachim Woelfle, Tobias Hepp

Children (Basel)· December 2023

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Deep learning-based age estimation from clinical Computed Tomography image data of the thorax and abdomen in the adult population.
Bjarne Kerber, Tobias Hepp, Thomas Küstner, Sergios Gatidis

PLoS One· November 2023

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Quantification of Facial Fat Compartment Variations: A Three-Dimensional Morphometric Analysis of the Cheek.
Arne Estler, Gerd Grözinger, Eva Estler, Tobias Hepp, You-Shan Feng

Plast Reconstr Surg· October 2023

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Multiparametric Oncologic Hybrid Imaging: Machine Learning Challenges and Opportunities.
Thomas Küstner, Tobias Hepp, Ferdinand Seith

Nuklearmedizin· October 2023

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Estimating uncertainty in read-out patterns: Application to controls-based denoising and voxel-based morphometry patterns in neurodegenerative and neuropsychiatric diseases.
Dominik Blum, Tobias Hepp, Valdimir Belov, Roberto Goya-Maldonado, Christian la Fougère

Hum Brain Mapp· May 2023

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Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations.
Marc Fischer, Tobias Hepp, Sergios Gatidis, Bin Yang

Comput Med Imaging Graph· March 2023

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Evaluating the Use of Neonatal Colonization Screening for Empiric Antibiotic Therapy of Sepsis and Pneumonia.
Alisa Bär, Sabina Schmitt-Grohé, Jürgen Held, Julia Lubig, Gregor Hanslik, Tobias Hepp

Antibiotics (Basel)· January 2023

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[The Economic Evaluation of the GLICEMIA 2.0 Study as an Example of a Complex Intervention].
Cordula Forster, Katja Prax, Peter Jaensch, Sebastian Müller, Tobias Hepp

Gesundheitswesen· December 2022

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Women-only versus mixed-gender groups in multimodal, day clinic treatment of trauma-related disorders.
Anke Philipps, Tobias Hepp, Andrea Silbermann, Eva Morawa, Mark Stemmler

Z Psychosom Med Psychother· December 2022

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Head-to-head comparison of biparametric versus multiparametric MRI of the prostate before robot-assisted transperineal fusion prostate biopsy.
Wolfgang M Thaiss, Simone Moser, Tobias Hepp, Stephan Kruck, Steffen Rausch

World J Urol· October 2022

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A whole-body FDG-PET/CT Dataset with manually annotated Tumor Lesions.
Sergios Gatidis, Tobias Hepp, Marcel Früh, Christian La Fougère, Konstantin Nikolaou

Sci Data· October 2022

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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, Wolfgang Wuest, Rafael Heiss, Matthias Stefan May, Markus Kopp

Diagnostics (Basel)· August 2022

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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, Jonas Vogel, Tobias Hepp, Andrea Forschner, Christina Pfannenberg

Diagnostics (Basel)· August 2022

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Mixture density networks for the indirect estimation of reference intervals.
Tobias Hepp, Jakob Zierk, Manfred Rauh, Markus Metzler, Sarem Seitz

BMC Bioinformatics· July 2022

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Multiparametric Oncologic Hybrid Imaging: Machine Learning Challenges and Opportunities.
Thomas Küstner, Tobias Hepp, Ferdinand Seith

Rofo· June 2022

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T2 mapping for the characterization of prostate lesions.
Tobias Hepp, Laura Kalmbach, Manuel Kolb, Petros Martirosian, Tom Hilbert

World J Urol· June 2022

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Diagnostic benefit of multiparametric MRI over contrast-enhanced CT in patients with bladder cancer: A single-center 1-year experience.
Florian Hagen, Valentina Norz, Wolfgang M Thaiss, Antonia Mair, Steffen Rausch, Tobias Hepp

Eur J Radiol· January 2022

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Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation.
August DuMont Schütte, Jürgen Hetzel, Sergios Gatidis, Tobias Hepp, Benedikt Dietz

NPJ Digit Med· September 2021

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Automated Morphometric Analysis of the Hip Joint on MRI from the German National Cohort Study.
Marc Fischer, Sven S Walter, Tobias Hepp, Manuela Zimmer, Mike Notohamiprodjo

Radiol Artif Intell· September 2021

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Weakly supervised segmentation of tumor lesions in PET-CT hybrid imaging.
Marcel Früh, Marc Fischer, Andreas Schilling, Sergios Gatidis, Tobias Hepp

J Med Imaging (Bellingham)· September 2021

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