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

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

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Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources von Hepp, Tobias, Zierk, Jakob, Rauh, Manfred, Metzler, Markus, Mayr, Andreas

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Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation von Armanious, Karim, Abdulatif, Sherif, Shi, Wenbin, Salian, Shashank, Kustner, Thomas, Weiskopf, Daniel, Hepp, Tobias, Gatidis, Sergios, Yang, Bin

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Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study von Hepp, Tobias, Blum, Dominik, Armanious, Karim, Schölkopf, Bernhard, Stern, Darko, Yang, Bin, Gatidis, Sergios

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Accuracy and concordance of measurement methods to assess non-adherence after renal transplantation-a prospective study von Lieb, Marietta, Hepp, Tobias, Schiffer, Mario, Opgenoorth, Mirian, Erim, Yesim

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Independent attenuation correction of whole body [18F]FDG-PET using a deep learning approach with Generative Adversarial Networks von Armanious, Karim, Hepp, Tobias, Küstner, Thomas, Dittmann, Helmut, Nikolaou, Konstantin, La Fougère, Christian, Yang, Bin, Gatidis, Sergios

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Comprehensive assessment of knee joint synovitis at 7 T MRI using contrast-enhanced and non-enhanced sequences von Treutlein, Christoph, Bäuerle, Tobias, Nagel, Armin M, Guermazi, Ali, Kleyer, Arnd, Simon, David, Schett, Georg, Hepp, Tobias, Uder, Michael, Roemer, Frank W

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

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mRNA Expression of SMPD1 Encoding Acid Sphingomyelinase Decreases upon Antidepressant Treatment von Rhein, Cosima, Zoicas, Iulia, Marx, Lena M., Zeitler, Stefanie, Hepp, Tobias, von Zimmermann, Claudia, Muehle, Christiane, Richter-Schmidinger, Tanja, Lenz, Bernd, Erim, Yesim, Reichel, Martin, Gulbins, Erich, Kornhuber, Johannes

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A whole-body FDG-PET/CT Dataset with manually annotated Tumor Lesions von Gatidis, Sergios, Hepp, Tobias, Früh, Marcel, La Fougère, Christian, Nikolaou, Konstantin, Pfannenberg, Christina, Schölkopf, Bernhard, Küstner, Thomas, Cyran, Clemens, Rubin, Daniel

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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... von Hepp, Tobias, Wuest, Wolfgang, Heiss, Rafael, May, Matthias Stefan, Kopp, Markus, Wetzl, Matthias, Treutlein, Christoph, Uder, Michael, Wiesmueller, Marco

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Diagnostic Utility of Interleukin-6 in Early-Onset Sepsis among Term Newborns: Impact of Maternal Risk Factors and CRP Evaluation von Schleier, Maria, Lubig, Julia, Kehl, Sven, Hébert, Steven, Woelfle, Joachim, van der Donk, Adriana, Bär, Alisa, Reutter, Heiko, Hepp, Tobias, Morhart, Patrick

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Evaluating the Use of Neonatal Colonization Screening for Empiric Antibiotic Therapy of Sepsis and Pneumonia von Bär, Alisa, Schmitt-Grohé, Sabina, Held, Jürgen, Lubig, Julia, Hanslik, Gregor, Fahlbusch, Fabian B, Reutter, Heiko, Woelfle, Joachim, van der Donk, Adriana, Schleier, Maria, Hepp, Tobias, Morhart, Patrick

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

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Psychosocial impact of prognostic genetic testing in uveal melanoma patients: a controlled prospective clinical observational study von Lieb, Marietta, Tagay, Sefik, Breidenstein, Anja, Hepp, Tobias, Le Guin, Claudia H. D., Scheel, Jennifer, Lohmann, Dietmar R., Bornfeld, Norbert, Teufel, Martin, Erim, Yesim

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MedGAN: Medical image translation using GANs von Armanious, Karim, Jiang, Chenming, Fischer, Marc, Küstner, Thomas, Hepp, Tobias, Nikolaou, Konstantin, Gatidis, Sergios, Yang, Bin

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Approaches to Regularized Regression – A Comparison between Gradient Boosting and the Lasso von Hepp, Tobias, Schmid, Matthias, Gefeller, Olaf, Waldmann, Elisabeth, Mayr, Andreas

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

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

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