Lehrstuhl für Informatik 5 (Mustererkennung)

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 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 Enhancing ASR Accuracy for Speakers with Parkinson’s Disease Using Instruction-Tuned LLMs (2025) Hernandez A, Arias-Vergara T, Maier A, Perez Toro PA Conference contribution 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 Bruch's Membrane Opening-Based Peripapillary Optical Coherence Tomography Angiography Analysis (2025) Fassihi Dehkordi S, Schottenhamml J, Müller M, Hosari S, Lämmer R, Maier A, Hohberger B, Mardin C Journal article Corrigendum: Advancement and independent validation of a deep learning-based tool for automated scoring of nail psoriasis severity using the modified nail psoriasis severity index (Frontiers in Medicine, (2025), 12, (1574413), 10.3389/fmed.2025.1574413) (2025) Kemenes S, Chang L, Schlereth M, Corte G, Noversa de Sousa R, Minopoulou I, Fenzl P, et al. Journal article, Erratum SSL4SAR: Self-Supervised Learning for Glacier Calving Front Extraction from SAR Imagery (2025) Gourmelon N, Dreier MN, Mayr M, Seehaus T, Pyles DR, Braun M, Maier A, Christlein V Journal article Maschinelles Schliessen mit s(CASP) - Anmeldung eines neuen Geschäftsführers einer GmbH zum Handelsregister (2025) Adrian A, Evert S, Gritz M, Stürmer V, Lindner J, Blöcher M, Kohlhase M, et al. Journal article Link Prediction on Water Distribution Networks using Graph Neural Networks (2025) Pahlajani KM, Ramachandran A, Maier A, Bayer S Conference contribution, Conference Contribution PV Polaris - Automated PV system Orientation Prediction (2025) Wittmann E, Buerhop-Lutz C, Bennett S, Christlein V, Hauch J, Brabec C, Peters IM Journal article