Dr.-Ing. Siming Bayer

Lehrstuhl für Informatik 5 (Mustererkennung) Lehrstuhl für Sportbiologie und Bewegungsmedizin

Robust AI-Based Chest Radiograph Classification Without Prior Task Training via Improved Vision-Language Alignment (2026) Bhat S, Bayer S, Grbic S, Maier A Conference contribution, Abstract of a poster Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator (2026) Kim C, Conrad T, Karim R, Oelhaf J, Riebesel D, Maier A, Jäger J, Bayer S Conference contribution, Conference Contribution Breast MRI Evaluation with Weakly-informed Slice-level Explanation (2026) Bhandary Panambur A, Nguyen TT, Bayer S, Maier A Conference contribution Early Detection of DMA-Level Leaks in Water Networks Using Robust Regression Ensemble Framework (2026) Chatterjee S, Ghumkar S, Ahbab MM, Ramachandran A, Tenbrinck D, Maier A, Semmelmann K, Bayer S Journal article LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT (2026) Sun Y, Schneider LS, Schwarz A, Gu M, Mei S, Ye C, Bayer S, Maier A Conference contribution A deep learning framework for heat demand forecasting using time–frequency representations of decomposed features (2026) Ramachandran A, Chatterjee S, Neergaard TFB, Oberndoerfer M, Maier A, Bayer S Journal article Feature Selection for Fault Prediction in Distribution Systems (2026) Kordowich G, Oelhaf J, Bayer S, Maier A, Kereit M, Jäger J Unpublished / Preprint MammoBLIP: End-to-End Mammography Report Generation with Vision-Language Models and Public Multi-Institutional Datasets (2025) Bhandary Panambur A, Wind S, Bayer S, Maier A Conference contribution A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma (2025) Gomaa A, Huang Y, Stephan P, Breininger K, Frey B, Dörfler A, Schnell O, et al. Journal article Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography (2025) Ravi A, Bernhardt P, Hoffmann M, Kordon F, Bayer S, Achenbach S, Maier A Journal article