Lehrstuhl für Informatik 5 (Mustererkennung)

Digital twins for personalized treatment in uro-oncology in the era of artificial intelligence (2025) Görtz M, Brandl C, Nitschke A, Riediger A, Stromer D, Byczkowski M, Heuveline V, Weidemüller M Journal article, Review 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 Valuation of confidentiality and availability in a personal ransomware attack scenario (2025) Gassmann F, Beck J, Gourmelon N, Benenson Z Journal article 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