Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME)

Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation (2024) Huang Y, Khodabakhshi Z, Gomaa A, Schmidt M, Fietkau R, Guckenberger M, Andratschke N, et al. Journal article, Original article Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis (2024) Schlereth M, Yalcin-Mutlu M, Utz J, Bayat S, Heimann T, Qiu J, Ehring C, et al. Journal article Reducing penumbral blur in computed tomography by learning the inverse finite focal spot model (2024) Yu H, Liu C, Thies M, Wagner F, Wang A, Zhang G, Huang Y, et al. Journal article, Original article Self-supervised learning for interventional image analytics: toward robust device trackers (2024) Islam S, Murthy VN, Neumann D, Das BK, Sharma P, Maier A, Comaniciu D, Ghesu FC Journal article Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization (2024) Liu C, Klein L, Huang Y, Baader E, Lell MM, Kachelrieß M, Maier A Journal article, Original article Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution (2024) Yu H, Ni S, Thies M, Wagner F, Huang Y, Liu F, Maier A Journal article, Original article Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support (2024) Putz F, Haderlein M, Lettmaier S, Semrau S, Fietkau R, Huang Y Journal article, Editorial Exploring Epipolar Consistency Conditions for Rigid Motion Compensation in In-vivo X-ray Microscopy (2024) Thies M, Wagner F, Gu M, Mei S, Huang Y, Pechmann S, Aust O, et al. Conference contribution, Conference Contribution Attention-guided Erasing (2024) Bhandary Panambur A, Yu H, Bhat S, Madhu P, Bayer S, Maier A Conference contribution Speed-of-Sound Mapping for Pulse-Echo Ultrasound Raw Data Using Linked-Autoencoders (2024) Khun Jush F, Dueppenbecker PM, Maier A Conference contribution