Lehrstuhl für Informatik 5 (Mustererkennung)

From large language models to multimodal AI: a scoping review on the potential of generative AI in medicine (2025) Bueß L, Keicher M, Navab N, Maier A, Tayebi Arasteh S Journal article, Review article Improving AI Interpretability for Multilingual Parkinson’s Disease Classification through Voice Analysis (2025) Hemmerling D, Zakrzewski M, Wodzinski M, Dudek M, Gaciarz F, Wojcik-Pedziwiatr M, Orozco-Arroyave JR, et al. 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Protection and Disturbance Management (2025) Oelhaf J, Kordowich G, Pashaei M, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint A robust sampling technique for realistic distribution simulation in federated learning (2025) Hoepp R, Rist L, Katzmann A, Ashok R, Wimmer A, Sühling M, Maier A Journal article BigReg: an efficient registration pipeline for high-resolution X-ray and light-sheet fluorescence microscopy (2025) Mei S, Fan F, Thies M, Gu M, Wagner F, Aust O, Erceg I, et al. Journal article Creating a labeled district heating data set: From anomaly detection towards fault detection (2024) Stecher D, Neumayer M, Ramachandran A, Hort A, Maier A, Bücker D, Schmidt J Journal article Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges (2024) Ramachandran A, Neergaard TF, Maier A, Bayer S Conference contribution, Conference Contribution SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology (2024) Kulyabin M, Sokolov G, Galaida A, Maier A, Arias Vergara T Conference contribution, Original article DIREGA – Building Decision Support for German Register Law (2024) Adrian A, Basaran OA, Dykes N, Evert S, Gritz M, Humml M, Kohlhase M, et al. Conference contribution, Abstract of a poster Enhancing diffusion-weighted prostate MRI through self-supervised denoising and evaluation (2024) Pfaff L, Darwish O, Wagner F, Thies M, Vysotskaya N, Hoßbach J, Weiland E, et al. Journal article