Tobias Hepp

Affiliations

Department of Diagnostic and Interventional Radiology, Medical Image and Data Analysis, University Hospital Tübingen, Hoppe-Seyler-Str 3, 72076 Tübingen, Germany (T.K., T.H., M.F., K.N., S.G.); Department of Signal Processing and System Theory, University of Stuttgart, Stuttgart, Germany (T.K., M.F., M.S., B.Y.); School of Biomedical Engineering & Imaging Sciences, King's College London, St Thomas' Hospital, London, England (T.K.); Department of Empirical Inference, Max-Planck Institute for Intelligent Systems, Tübingen, Germany (T.H.); Department of Diagnostic and Interventional Radiology, Section of Experimental Radiology, University Hospital Tübingen, Tübingen, Germany (M.F., M.S., F.S., J.M.); Department of Internal Medicine IV, Eberhard Karls University, Tübingen, Germany (A.F.); Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Zentrum München, University of Tübingen, Tübingen, Germany (A.F., F.S., J.M.); German Center for Diabetes Research (DZD), Tübingen, Germany (A.F., H.U.H., F.S., J.M.); and Department of Diagnostic and Interventional Radiology, Medical Center-University of Freiburg, Faculty of Medicine, Freiburg, Germany (F.B.).

Publications (21)

Fully Automated and Standardized Segmentation of Adipose Tissue Compartments via Deep Learning in 3D Whole-Body MRI of Epidemiologic Cohort Studies.

Radiology. Artificial intelligence

Avec: 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

Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources.

BMC bioinformatics

Avec: Tobias Hepp , Jakob Zierk , Manfred Rauh , Markus Metzler , Andreas Mayr

Effects of simulated dose variation on contrast-enhanced CT-based radiomic analysis for Non-Small Cell Lung Cancer.

European journal of radiology

Avec: Tobias Hepp , Ahmed Othman , Annika Liebgott , Jong Hyo Kim , Christina Pfannenberg , Sergios Gatidis

Composition determination for quaternary III-V semiconductors by aberration-corrected STEM.

Ultramicroscopy

Avec: P Kükelhan , T Hepp , S Firoozabadi , A Beyer , K Volz

Dose Optimization of Perfusion-derived Response Assessment in Hepatocellular Carcinoma Treated with Transarterial Chemoembolization: Comparison of Volume Perfusion CT and Iodine Concentration.

Academic radiology

Avec: Wolfgang M Thaiss , Ulrike Haberland , Sascha Kaufmann , Tobias Hepp , Maximilian Schulze , Anya C Blum , Dominik Ketelsen , Konstantin Nikolaou , Marius Horger , Alexander W Sauter

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Avec: Tobias Hepp , Dominik Blum , Karim Armanious , Bernhard Schölkopf , Darko Stern , Bin Yang , Sergios Gatidis

Revealing the Significance of Catalytic and Alkyl Exchange Reactions during GaAs and GaP Growth by Metal Organic Vapor Phase Epitaxy.

ACS omega

Avec: Oliver Maßmeyer , Johannes Haust , Thilo Hepp , Robin Günkel , Johannes Glowatzki , Carsten von Hänisch , Wolfgang Stolz , Kerstin Volz

Head-to-head comparison of biparametric versus multiparametric MRI of the prostate before robot-assisted transperineal fusion prostate biopsy.

World journal of urology

Avec: Wolfgang M Thaiss , Simone Moser , Tobias Hepp , Stephan Kruck , Steffen Rausch , Marcus Scharpf , Konstantin Nikolaou , Arnulf Stenzl , Jens Bedke , Sascha Kaufmann

Development of a Hybrid-Imaging-Based Prognostic Index for Metastasized-Melanoma Patients in Whole-Body 18F-FDG PET/CT and PET/MRI Data.

Diagnostics (Basel, Switzerland)

Avec: Thomas Küstner , Jonas Vogel , Tobias Hepp , Andrea Forschner , Christina Pfannenberg , Holger Schmidt , Nina F Schwenzer , Konstantin Nikolaou , Christian la Fougère , Ferdinand Seith

Quantification of Facial Fat Compartment Variations: A Three-Dimensional Morphometric Analysis of the Cheek.

Plastic and reconstructive surgery

Avec: Arne Estler , Gerd Grözinger , Eva Estler , Tobias Hepp , You-Shan Feng , Adrien Daigeler , Ana Cristina Seabra Robalo Gomes Jorge , Adelana Santos Stahl , Konstantin Nikolaou , Stéphane Stahl

Electrocardiographic RR Interval Dynamic Analysis to Identify Acute Stroke Patients at High Risk for Atrial Fibrillation Episodes During Stroke Unit Admission.

Translational stroke research

Avec: Alessandro Adami , Carolina Gentile , Thomas Hepp , Giulio Molon , Gian Luigi Gigli , Mariarosaria Valente , Vincent Thijs

Simultaneous whole-body PET/MRI with integrated multiparametric MRI for primary staging of high-risk prostate cancer.

World journal of urology

Avec: Sascha Kaufmann , Stephan Kruck , Sergios Gatidis , Tobias Hepp , Wolfgang M Thaiss , Jörg Hennenlotter , Johannes Schwenck , Marcus Scharpf , Konstantin Nikolaou , Arnulf Stenzl , Gerald Reischl , Christian la Fougère , Jens Bedke

Complementary role of computed tomography texture analysis for differentiation of pancreatic ductal adenocarcinoma from pancreatic neuroendocrine tumors in the portal-venous enhancement phase.

Abdominal radiology (New York)

Avec: Christian Philipp Reinert , Karolin Baumgartner , Tobias Hepp , Michael Bitzer , Marius Horger

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?

Investigative radiology

Avec: Regine Mariette Perl , Rainer Grimmer , Tobias Hepp , Marius Stefan Horger

Independent attenuation correction of whole body [

EJNMMI research

Avec: Karim Armanious , Tobias Hepp , Thomas Küstner , Helmut Dittmann , Konstantin Nikolaou , Christian La Fougère , Bin Yang , Sergios Gatidis

Comprehensive assessment of knee joint synovitis at 7 T MRI using contrast-enhanced and non-enhanced sequences.

BMC musculoskeletal disorders

Avec: Christoph Treutlein , Tobias Bäuerle , Armin M Nagel , Ali Guermazi , Arnd Kleyer , David Simon , Georg Schett , Tobias Hepp , Michael Uder , Frank W Roemer

Interleukin-6 secretion upon acute psychosocial stress as a potential predictor of psychotherapy outcome in posttraumatic stress disorder.

Journal of neural transmission (Vienna, Austria : 1996)

Avec: Cosima Rhein , Tobias Hepp , Olga Kraus , Kristin von Majewski , Marietta Lieb , Nicolas Rohleder , Yesim Erim

Automated Morphometric Analysis of the Hip Joint on MRI from the German National Cohort Study.

Radiology. Artificial intelligence

Avec: Marc Fischer , Sven S Walter , Tobias Hepp , Manuela Zimmer , Mike Notohamiprodjo , Fritz Schick , Bin Yang

Optimization of imaging conditions for composition determination by annular dark field STEM.

Ultramicroscopy

Avec: S Firoozabadi , P Kükelhan , T Hepp , A Beyer , K Volz

[Effects of the Covid-19 Restrictions on Supermarket Visits in Germany].

Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany))

Avec: Tobias Hepp , Pia Marquart , Christoph Jauck , Olaf Gefeller

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.

Radiology. Cardiothoracic imaging

Avec: Christoph Treutlein , Marco Wiesmüller , Matthias S May , Rafael Heiss , Tobias Hepp , Michael Uder , Wolfgang Wuest

Réseau de co-auteurs

Konstantin Nikolaou 7 collaborations

Sergios Gatidis 5 collaborations

Bin Yang 4 collaborations

Thomas Küstner 3 collaborations

Wolfgang M Thaiss 3 collaborations

Sascha Kaufmann 3 collaborations

Marc Fischer 2 collaborations

Fritz Schick 2 collaborations

Christina Pfannenberg 2 collaborations

P Kükelhan 2 collaborations

T Hepp 2 collaborations

S Firoozabadi 2 collaborations

A Beyer 2 collaborations

K Volz 2 collaborations

Marius Horger 2 collaborations

Karim Armanious 2 collaborations

Stephan Kruck 2 collaborations

Marcus Scharpf 2 collaborations

Arnulf Stenzl 2 collaborations

Jens Bedke 2 collaborations

Christian la Fougère 2 collaborations

Christoph Treutlein 2 collaborations

Michael Uder 2 collaborations

Martin Schwartz 1 collaboration

Andreas Fritsche 1 collaboration

Hans-Ulrich Häring 1 collaboration

Fabian Bamberg 1 collaboration

Jürgen Machann 1 collaboration

Jakob Zierk 1 collaboration

Manfred Rauh 1 collaboration

Markus Metzler 1 collaboration

Andreas Mayr 1 collaboration

Ahmed Othman 1 collaboration

Annika Liebgott 1 collaboration

Jong Hyo Kim 1 collaboration

Ulrike Haberland 1 collaboration

Maximilian Schulze 1 collaboration

Anya C Blum 1 collaboration

Dominik Ketelsen 1 collaboration

Alexander W Sauter 1 collaboration

Dominik Blum 1 collaboration

Bernhard Schölkopf 1 collaboration

Darko Stern 1 collaboration

Oliver Maßmeyer 1 collaboration

Johannes Haust 1 collaboration

Thilo Hepp 1 collaboration

Robin Günkel 1 collaboration

Johannes Glowatzki 1 collaboration

Carsten von Hänisch 1 collaboration

Wolfgang Stolz 1 collaboration

Kerstin Volz 1 collaboration

Simone Moser 1 collaboration

Steffen Rausch 1 collaboration

Jonas Vogel 1 collaboration

Andrea Forschner 1 collaboration

Holger Schmidt 1 collaboration

Nina F Schwenzer 1 collaboration

Ferdinand Seith 1 collaboration

Arne Estler 1 collaboration

Gerd Grözinger 1 collaboration

Eva Estler 1 collaboration

You-Shan Feng 1 collaboration

Adrien Daigeler 1 collaboration

Ana Cristina Seabra Robalo Gomes Jorge 1 collaboration

Adelana Santos Stahl 1 collaboration

Stéphane Stahl 1 collaboration

Alessandro Adami 1 collaboration

Carolina Gentile 1 collaboration

Thomas Hepp 1 collaboration

Giulio Molon 1 collaboration

Gian Luigi Gigli 1 collaboration

Mariarosaria Valente 1 collaboration

Vincent Thijs 1 collaboration

Jörg Hennenlotter 1 collaboration

Johannes Schwenck 1 collaboration

Gerald Reischl 1 collaboration

Christian Philipp Reinert 1 collaboration

Karolin Baumgartner 1 collaboration

Michael Bitzer 1 collaboration

Regine Mariette Perl 1 collaboration

Rainer Grimmer 1 collaboration

Marius Stefan Horger 1 collaboration

Helmut Dittmann 1 collaboration

Christian La Fougère 1 collaboration

Tobias Bäuerle 1 collaboration

Armin M Nagel 1 collaboration

Ali Guermazi 1 collaboration

Arnd Kleyer 1 collaboration

David Simon 1 collaboration

Georg Schett 1 collaboration

Frank W Roemer 1 collaboration

Cosima Rhein 1 collaboration

Olga Kraus 1 collaboration

Kristin von Majewski 1 collaboration

Marietta Lieb 1 collaboration

Nicolas Rohleder 1 collaboration

Yesim Erim 1 collaboration

Sven S Walter 1 collaboration

Manuela Zimmer 1 collaboration

Mike Notohamiprodjo 1 collaboration

Pia Marquart 1 collaboration

Christoph Jauck 1 collaboration

Olaf Gefeller 1 collaboration

Marco Wiesmüller 1 collaboration

Matthias S May 1 collaboration

Rafael Heiss 1 collaboration

Wolfgang Wuest 1 collaboration