Lehrstuhl für Informatik 5 (Mustererkennung)

Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P, Pinzon-Arenas JO, Mercado Diaz LR, Lee I, Marmolejo-Ramos F, Loh L, Zhdanov A, et al. Journal article, Original article AMD-HookNet++: Evolution of AMD-HookNet with Hybrid CNN-Transformer Feature Enhancement for Glacier Calving Front Segmentation (2025) Wu F, Dreier MN, Gourmelon N, Wind S, Zhang J, Seehaus T, Braun M, et al. Journal article, Original 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 Pancreatic duct centerline extraction for image unfolding in photon-counting CT (2025) Tan JY, Rist L, Ayala Hernandez A, Sühling M, Brandt EGS, Maier A, Taubmann O Journal article Robot movement planning for obstacle avoidance using reinforcement learning (2025) Schneider LS, Peng J, Maier A 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 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 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 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 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