PD Dr. Stephan Ellmann

Medizinische Fakultät Institute of Radiology

Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses (2020) Ellmann S, Wenkel E, Dietzel M, Bielowski C, Vesal S, Maier A, Hammon M, et al. Journal article Breast MRI in the era of diffusion weighted imaging: do we still need signal-intensity time curves? (2020) Dietzel M, Ellmann S, Schulz-Wendtland R, Clauser P, Wenkel E, Uder M, Baltzer PAT Journal article Combination of an ultrafast TWIST-VIBE Dixon sequence protocol and diffusion-weighted imaging into an accurate easily applicable classification tool for masses in breast MRI (2020) Peter SC, Wenkel E, Weiland E, Dietzel M, Janka RM, Hartmann A, Emons J, et al. Journal article Soluble CD83 Triggers Resolution of Arthritis and Sustained Inflammation Control in IDO Dependent Manner (2019) Royzman D, Andrev D, Stich L, Rauh M, Bäuerle T, Ellmann S, Boon L, et al. Journal article Prediction of early metastatic disease in experimental breast cancer bone metastasis by combining PET/CT and MRI parameters to a Model-Averaged Neural Network (2019) Ellmann S, Seyler L, Evers J, Heinen H, Bozec A, Prante O, Kuwert T, et al. Journal article Hybrid Imaging (PET-Computed Tomography/PET-MR Imaging) of Bone Metastases (2019) Schmidkonz C, Ellmann S, Ritt P, Roemer F, Guermazi A, Uder M, Kuwert T, Bäuerle T Journal article, Review article Breast MRI in the era of diffusion weighted imaging: do we still need signal-intensity time curves? (2019) Dietzel M, Ellmann S, Schulz-Wendtland R, Clauser P, Wenkel E, Uder M, Baltzer PA Journal article Dynamic CT angiography for therapy evaluation after transarterial chemoembolization of hepatocellular carcinoma (2019) Saake M, Seuß H, Hammon M, Ellmann S, May M, Uder M, Schmid A Journal article Classification of Breast Cancer Histology Images Using Transfer Learning (2018) Vesal S, Ravikumar N, Davari A, Ellmann S, Maier A Conference contribution, Original article Comparative analysis of unsupervised algorithms for breast MRI lesion segmentation (2018) Vesal S, Ravikumar N, Ellmann S, Maier A Conference contribution