Lehrstuhl für Informatik 5 (Mustererkennung)

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation (2026) Zaian A, Bhat S, Abdalkader M, Maier A Unpublished / Preprint ProtoCLIP: Prototype-Aligned Latent Refinement for Robust Zero-Shot Chest X-Ray Classification (2026) Kittler F, Bhat S, Maier A Unpublished / Preprint Patch-Level Brain Tumor Sub-region Classification Using Foundation Models Under Long-Tailed Data Distributions (2026) Monroy LCR, Mayr M, Mill L, Köstler H, Maier A Conference contribution Advancing marine biodiversity monitoring methods: Digital survey techniques and machine learning approaches for automated detection of animal individuals Weiterentwicklung der Erfassungsmethoden im marinen Biodiversitätsmonitoring – digitale Surveymethoden und Machine-Learning-Techniken für eine automatisierte Detektion von Tierindividuen (2026) Hauswirth M, Sommer C, Seuret M Journal article PROTECT-90: A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Lesion-Aware AI for Mammography: Multi-Dataset Pretraining with ROI-Guided Contrastive Learning and Clinical Image Retrieval (2026) Bhandary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 Unbalanced optimal transport for robust longitudinal lesion evolution with registration-aware and appearance-guided priors (2026) Qahqaie M, Neumann D, Heimann T, Maier A, Zimmer VA Unpublished / Preprint Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P, Pinzon-Arenas JO, Mercado Diaz LR, Lee I, Marmolejo-Ramos F, Loh L, Zhdanov A, et al. Journal article, Original article 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 Coronary Artery Classification Using Deep Learning (2025) Mosig D, Marwan M, Achenbach S, Maier A Conference contribution