Lehrstuhl für Informatik 5 (Mustererkennung)

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 Exploring biases related to the use of large language models in a multilingual depression corpus (2025) Perez Toro PA, Dineley J, Iniesta R, Zhang Y, Matcham F, Siddi S, Lamers F, et al. Journal article Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection (2025) Oelhaf J, Kordowich G, Kim C, Perez Toro PA, Maier A, Jäger J, Bayer S Conference contribution IceAnatomy: a benchmark dataset and methodology for automatic ice boundary extraction from radio-echo sounding data (2025) Dreier MN, Koch M, Gourmelon N, Blindow N, Steinhage D, Wu F, Seehaus T, et al. Journal article, Online publication 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 Neural network synthetic dataset generation for fault detection in district heating substations (2025) Stecher D, Ziegltrum L, Reiprich P, Fuchs C, Maier A, Schmidt J Journal article A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management (2025) Oelhaf J, Kordowich G, Pashaei M, Bergler C, Maier A, Jäger J, Bayer S Journal article, Review article