Lehrstuhl für Informatik 5 (Mustererkennung)

Demand Response Management Using Machine Learning Methods (2024) Wenninger M Thesis Heterogeneous Clinical Data - Challenges and Opportunities (2024) Haas O Thesis Tackling Data Scarcity in Automatic Pathological Speech Analysis (2024) Tayebi Arasteh S Thesis Image Processing for Talbot-Lau X-ray Imaging (2024) Käppler S Thesis Computing Null Space Hallucinations on Simulated SPECT Image Reconstructions (2023) Nau M, Reymann M, Massanes F, Vija AH, Maier A Conference contribution, Abstract of a poster Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs (2023) Tayebi Arasteh S, Lotfinia M, Nolte T, Saehn MJ, Isfort P, Kuhl C, Nebelung S, et al. Journal article, Original article Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5 (2023) Farooq MT, Leipert M, Maier A, Christlein V Conference contribution, Conference Contribution Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning (2023) Tayebi Arasteh S, Kuhl CK, Saehn MJ, Isfort P, Truhn D, Nebelung S Journal article, Original article Simulation-driven training of vision transformers enables metal artifact reduction of highly truncated CBCT scans (2023) Fan F, Ritschl L, Beister M, Biniazan R, Wagner F, Kreher BW, Gottschalk T, et al. Journal article, Original article Self-supervised MRI denoising: leveraging Stein’s unbiased risk estimator and spatially resolved noise maps (2023) Pfaff L, Hoßbach J, Preuhs E, Wagner F, Arroyo Camejo S, Kannengiesser S, Nickel D, et al. Journal article