Lehrstuhl für Informatik 5 (Mustererkennung)

Analyzing and adapting diffusion segmentation behavior for medical images (2026) Öttl M, Mei S, Wilm F, Qiu J, Steenpaß J, Rübner M, Hartmann A, et al. Journal article Verb Motility Dynamics Reveals Cognitive Impairment in Parkinson’s Disease: A Speech-Language Fusion Approach (2026) Mercado-Agudelo JF, Escobar-Grisales D, Ríos-Urrego CD, García AM, Bocanegra Y, Moreno L, Nöth E, Orozco-Arroyave JR Conference contribution FIND-Net – Fourier-Integrated Network with Dictionary Kernels for Metal Artifact Reduction (2026) Tasharofi F, Fan F, Qahqaie M, Thies M, Maier A Conference contribution 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 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 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