Department Informatik

Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography (2025) Ravi A, Bernhardt P, Hoffmann M, Kordon F, Bayer S, Achenbach S, Maier A Journal article p-adaptive discontinuous Galerkin method for the shallow water equations on heterogeneous computing architectures (2025) Faghih-Naini S, Aizinger V, Kuckuk S, Angersbach R, Köstler H Journal article Improved MRI detection of inflammation-induced changes in bone marrow microstructure in mice: a machine learning-enhanced T2 distribution analysis (2025) Brock L, Ben-Atya H, Tiwari A, Saab D, Haj N, Folle L, Saar G, et al. Journal article Deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data (2025) Mill L, Aust O, Ackermann J, Burger P, Pascual M, Palumbo-Zerr K, Krönke G, et al. Journal article A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma (2025) Gomaa A, Huang Y, Stephan P, Breininger K, Frey B, Dörfler A, Schnell O, et al. Journal article Addressing data scarcity in nanomaterial segmentation networks with differentiable rendering and generative modeling (2025) Possart D, Mill L, Vollnhals F, Hildebrand T, Suter P, Hoffmann M, Utz J, et al. Journal article Quantum annealing feature selection on light-weight medical image datasets (2025) Nau M, Nutricati LA, Camino B, Warburton PA, Maier A Journal article SoK: Descriptive Statistics Under Local Differential Privacy (2025) Raab R, Berrang P, Gerhart P, Schröder D Journal article Advances in deep learning-driven photo identification and meta analysis of cetaceans in large data repositories (2025) Barnhill A, Towers JR, Shaw T, Arias M, Becares A, Doniol-Valcroze T, von Fersen L, et al. Journal article Balancing technology heterogeneity in microservice architectures (2025) Schwarz GD, Heltweg P, Riehle D Journal article