Prof. Dr.-Ing. Andreas Maier

Lehrstuhl für Informatik 5 (Mustererkennung) Fachbereich Wirtschaftswissenschaften

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 Word Class and Syntax Rule Representations Spontaneously Emerge in Recurrent Language Models (2025) Krauß P, Surendra K, Stöwer P, Maier A, Metzner C, Schilling A Book chapter / Article in edited volumes 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 Impact of Training Dataset Size for ML Load Flow Surrogates (2025) Conrad T, Kim C, Jäger J, Maier A, Bayer S Conference contribution, Conference Contribution 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 Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability (2025) Perez Toro PA, Ferrante FJ, Pérez G, Tee BL, de Leon J, Nöth E, Schuster M, et al. Journal article Leveraging Last-Known-Well Times for Radiomics-Based Stroke Onset Estimation from Non-contrast CT (2025) Vorberg L, Rist L, Ditt H, Maier A, Taubmann O Conference contribution, Conference Contribution