Dr.-Ing. Siming Bayer

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

Explainable Radiologist-aligned VLM for CT Image Quality Assessment (2026) Wang J, Sun Y, Bayer S, Maier A Conference contribution Breast MRI Evaluation with Weakly-informed Slice-level Explanation (2026) Bhandary Panambur A, Nguyen TT, Bayer S, Maier A Conference contribution Opportunistic Breast Cancer Risk Stratification From Low-dose Chest CT Using Multiple Instance Learning (2026) Ni Y, Panambur AB, Liu C, Nguyen TT, Bayer S, Juan H, Jiayu S, et al. Conference contribution Filter2Noise: a framework for interpretable and zero-shot low-dose CT image denoising (2026) Sun Y, Schneider LS, Mei S, Wang J, Hu G, Gu M, Ye C, et al. Journal article 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 Offline Reinforcement Learning for Distribution-Grid Protection (2026) Oelhaf J, Luce A, Bergler C, Maier A, Bayer S Unpublished / Preprint Peak-Aware Short-Term Load Forecasting Across Distribution Grid Aggregation Levels (2026) Chattopadhyay S, Oelhaf J, Schoening A, Deuschel J, Bhattacharyya B, Bergler C, Maier A, Bayer S Unpublished / Preprint Controlled Comparison of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Kordowich G, Kim C, Andrea Perez-Toro P, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Fault Inception Detection in Real-World Disturbance Data for Power System Protection (2026) Oelhaf J, Pashaei M, Perez Toro PA, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Lesion-Aware AI for Mammography: Multi-Dataset Pretraining with ROI-Guided Contrastive Learning and Clinical Image Retrieval (2026) Bhandary Panambur A, Nguyen TT, Bayer S, Maier A Conference contribution, Abstract of a poster