Lehrstuhl für Informatik 5 (Mustererkennung)

Improving Clinical Usability of Deep Learning for Radiographic Diagnosis: Learning under Constraints of Specificity, Data, and Annotation (2026) Bhat S, Maier A Conference contribution, Conference Contribution Decomposition Sampling for Efficient Region Annotations in Active Learning (2026) Qiu J, Wilm F, Öttl M, Utz J, Schlereth M, Aubreville M, Breininger K Unpublished / Preprint Robustness Evaluation of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint An LLM-Based Active Assistant and Smart Manual for CT Imaging Workflows (2026) Aliakbari Mamaghani Z, Vorberg L, Maier A, Katzmann A, Taubmann O Conference contribution RIME 2025 Preface (2026) Felsner L, Küstner T, Maier A, Qin C Book chapter / Article in edited volumes 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 Scan-Do Attitude: Towards Autonomous CT Protocol Management Using a Large Language Model Agent (2026) Kang X, Vorberg L, Maier A, Katzmann A, Taubmann O Conference contribution FIND-Net – Fourier-Integrated Network with Dictionary Kernels for Metal Artifact Reduction (2026) Tasharofi F, Fan F, Qahqaie M, Thies M, Maier A Conference contribution Verb Motility Dynamics Reveals Cognitive Impairment in Parkinson’s Disease: A Speech-Language Fusion Approach (2026) Mercado-Agudelo JF, Escobar-Grisales D, Ríos-Urrego CD, García AM, Bocanegra Y, Moreno L, Nöth E, Orozco-Arroyave JR Conference contribution Audio–Vision Contrastive Learning for Phonological Class Recognition (2026) Liu D, Arias-Vergara T, Hutter J, Maier A, Perez Toro PA Conference contribution