PD Dr. Stephan Ellmann

Medizinische Fakultät Institute of Radiology

Assessment of a fully-automated diagnostic AI software in prostate MRI: Clinical evaluation and histopathological correlation () Bayerl N, Adams LC, Cavallaro AJ, Bäuerle T, Schlicht M, Wullich B, Hartmann A, et al. Journal article Tumor grade-titude: XGBoost radiomics paves the way for RCC classification (2025) Ellmann S, von Rohr F, Komina S, Bayerl N, Amann KU, Polifka I, Hartmann A, et al. Journal article Large Language Models for Simplified Interventional Radiology Reports: A Comparative Analysis (2024) Can E, Uller W, Vogt K, Doppler MC, Busch F, Bayerl N, Ellmann S, et al. Journal article Iterative Metal Artifact Reduction in Head and Neck CT Facilitates Tumor Visualization of Oral and Oropharyngeal Cancer Obscured by Artifacts From Dental Hardware (2023) Bayerl N, May M, Wuest W, Roth J, Kramer M, Hofmann C, Schmidt B, et al. Journal article The German COVID-19 Digital Contact Tracing App: A Socioeconomic Evaluation (2022) Ellmann S, Maryschok M, Schöffski O, Emmert M Journal article Vision, Development, and Structure of the First German Specialist Training Curriculum for Radiology (2022) Molwitz I, Frisch A, Adam G, Afat S, Ammon J, Antoch G, Baeßler B, et al. Journal article Non-Invasive Characterization of Experimental Bone Metastasis in Obesity Using Multiparametric MRI and PET/CT (2022) Gregoric G, Gaculenko A, Nagel L, Popp V, Maschauer S, Prante O, Saake M, et al. Journal article Editorial for "Deep Learning Assisted Diagnosis of Musculoskeletal Tumors Based Upon Contrast-Enhanced Magnetic Resonance Imaging" (2021) Ellmann S, Bäuerle T Journal article, Editorial Predictive Value of Multiparametric MRI for Response to Single-Cycle Induction Chemo-Immunotherapy in Locally Advanced Head and Neck Squamous Cell Carcinoma (2021) Hellwig K, Ellmann S, Eckstein M, Wiesmüller M, Rutzner S, Semrau S, Frey B, et al. Journal article How COVID-19 kick-started online learning in medical education-The DigiMed study (2021) Stoehr F, Müller L, Brady A, Trilla A, Mähringer-Kunz A, Hahn F, Düber C, et al. Journal article