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 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 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 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 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 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 A Graph Neural Network-Based Approach for Power System Protection (2025) Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution, Conference Contribution AAPM CT metal artifact reduction grand challenge (2025) Haneda E, Peters N, Zhang J, Karageorgos G, Xia W, Paganetti H, Wang G, et al. Journal article